library(tidyverse)
## Warning: package 'tidyverse' was built under R version 4.0.5
## -- Attaching packages --------------------------------------- tidyverse 1.3.0 --
## v ggplot2 3.3.3 v purrr 0.3.4
## v tibble 3.1.0 v dplyr 1.0.5
## v tidyr 1.1.2 v stringr 1.4.0
## v readr 1.4.0 v forcats 0.5.0
## Warning: package 'tibble' was built under R version 4.0.5
## Warning: package 'dplyr' was built under R version 4.0.5
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()
library(haven) # to read data from .sav format from Qualtrics
library(codebook) # to generate codebook
library(here)
## here() starts at C:/Users/Nami Sunami/Documents/git/dissertation-private
# Codebook
knitr::opts_chunk$set(
warning = TRUE, # show warnings during codebook generation
message = TRUE, # show messages during codebook generation
error = FALSE, # do not interrupt codebook generation in case of errors,
# usually better for debugging
echo = TRUE # show R code
)
ggplot2::theme_set(ggplot2::theme_minimal())
Download the .sav (SPSS) file from Qualtrics and load it with haven().
# Load data
s2_sav <- "Study2.sav"
s2_df <- haven::read_sav(here("data", s2_sav))
Dropping variables such as IP Address, and panel metadata from Qualtrics. In addition, I’m dropping the location information since they are not used in my study. To further de-identify the participants, delete the PROLIFIC_PID and assign PID
s2_df <- s2_df %>%
select(-IPAddress,
-(RecipientLastName:RecipientEmail),
-ExternalReference,
-LocationLatitude,
-LocationLongitude,
-PROLIFIC_PID)
# Drop Unfinished Responses (Responses without conditions are unfinished )
s2_df <- s2_df %>%
filter(essay_condition != "")
# Assign unique PID to each participant
s2_df <- s2_df %>%
mutate(PID = row_number())
Scaled variables were - Parasocial Interaction Process Scale (PSI_1:PSI_12) - Reversed items: 2, 9, 10, - Narrative Engagement Scale (Narrative_Engagement_1:Narrative_Engagement_9) - Reversed items: 1, 2, 3, 4, 5 - On-The-Fly Measure of Social World (OTF_Social_World_1:OTF_Social_World_4) - No reversed items
# Parasocial Interaction Scale
PSI_rev_items <- paste0("PSI_", c(2, 9, 10)) # Reversed items
s2_df <- s2_df %>%
# Add "R" to the reversed items variable names
rename_at(PSI_rev_items, add_R) %>%
# Apply function to reverse the items
mutate_at(paste0(PSI_rev_items, "R"), reverse_labelled_values)
# Aggregate as a scale
s2_df$PSI <- s2_df %>% select(starts_with("PSI_")) %>%
aggregate_and_document_scale()
# Narrative Engagement Scale
NE_rev_items <- paste0("Narrative_Engagement_", c(1, 2, 3, 4, 5)) # Reversed items
s2_df <- s2_df %>%
# Add "R" to the reversed items variable names
rename_at(NE_rev_items, add_R) %>%
# Apply function to reverse the items
mutate_at(paste0(NE_rev_items, "R"), reverse_labelled_values)
# Aggregate as a scale
s2_df$Narrative_Engagement <- s2_df %>% select(starts_with("Narrative_Engagement_")) %>%
aggregate_and_document_scale()
# On-the-fly Measure of Social World ----------------------------------------
s2_df$OTF_Social_World <- s2_df %>%
select(starts_with("OTF_Social_World_")) %>% aggregate_and_document_scale()
# Enjoyment ----------------------------------------
enjoyment_rev_items <- paste0("Enjoyment_", c(3)) # Reversed Item
s2_df <- s2_df %>%
# Add "R" to the reversed items variable names
rename_at(enjoyment_rev_items, add_R) %>%
# Apply function to reverse the items
mutate_at(paste0(enjoyment_rev_items, "R"), reverse_labelled_values)
# Aggregate as a scale
s2_df$Enjoyment <- s2_df %>% select(starts_with("Enjoyment_")) %>%
aggregate_and_document_scale()
s2_df <- s2_df %>%
mutate(essay_condition_title = str_to_title(essay_condition))
s2_df <- s2_df %>%
mutate(across(starts_with("Gender"),
to_factor)) %>%
unite("Gender_Identity", Gender_1:Gender_7_TEXT,
remove = FALSE, na.rm = TRUE, sep = " & ") %>%
# Remove trailing "&"
mutate(Gender_Identity = gsub('^\\s& |\\s& $', '', Gender_Identity)) %>%
# Gropu into Female, Male, and Non-FM
mutate(Gender_Identity_3GP = case_when(Gender_Identity == "Female" ~ "Female",
Gender_Identity == "Male" ~ "Male",
TRUE ~ "Other"))
s2_df <- s2_df %>%
mutate(across(starts_with("Race_"),
to_factor)) %>%
unite("Race", Race_1:Race_8,
remove = FALSE, na.rm = TRUE, sep = " & ") %>%
# Remove trailing "&"
mutate(Race = gsub('^\\s& |\\s& $', '', Race)) %>%
# Grouping in to White
mutate(Race_8GP = case_when(Race == "American Indian, Indigenous Canadian, or Alaska Native" ~ "American Indian, Indigenous Canadian, or Alaska Native",
Race == "Asian" ~ "Asian",
Race == "Black" ~ "Black",
Race == "Latino/Latina, Hispanic, Chicano, or Puerto Rican" ~ "Latino/Latina, Hispanic, Chicano, or Puerto Rican",
Race == "Middle Eastern or North African" ~ "Middle Eastern or North African",
Race == "Native Hawaiian or Pacific Islander" ~ "Native Hawaiian or Pacific Islander",
Race == "White" ~ "White",
TRUE ~ "Other/Multiracial"))
# Mark participants with Attention Checks
s2_df <- s2_df %>%
# Rejection Attention Check
mutate(attention_rejection_correct =
case_when(Attention_Rejection == 1 ~ TRUE,
TRUE ~ FALSE)) %>%
# Social World Attention Check
mutate(attention_VG_correct =
case_when(essay_condition == "social surrogacy" & Attention_VG == 1 ~ TRUE,
essay_condition == "non-social surrogacy" & Attention_VG == 2 ~ TRUE,
TRUE ~ FALSE)) %>%
# All Attention Checks
mutate(attention_all_correct =
case_when(attention_rejection_correct == TRUE &
attention_VG_correct == TRUE ~ TRUE,
TRUE ~ FALSE))
# Condition names to title case
s2_df <- s2_df %>%
mutate(essay_condition = str_to_title(essay_condition))
# read coder data
coderA <- read_csv(here("data", "Study2_codes", "coderA.csv")) %>%
mutate("coder" = "A")
##
## -- Column specification --------------------------------------------------------
## cols(
## ResponseId = col_character(),
## essay_condition = col_character(),
## target_game_name = col_character(),
## followed_instructions = col_character()
## )
coderB <- read_csv(here("data", "Study2_codes", "coderB.csv")) %>%
mutate("coder" = "B")
##
## -- Column specification --------------------------------------------------------
## cols(
## ResponseId = col_character(),
## essay_condition = col_character(),
## target_game_name = col_character(),
## followed_instructions = col_character()
## )
coderC <- read_csv(here("data", "Study2_codes", "coderC.csv")) %>%
mutate("coder" = "C")
##
## -- Column specification --------------------------------------------------------
## cols(
## ResponseId = col_character(),
## essay_condition = col_character(),
## target_game_name = col_character(),
## followed_instructions = col_character()
## )
# Bind all data into a long format
codes_long <- coderA %>% bind_rows(coderB, coderC) %>% select(coder, everything())
# Convert to Wide
codes_wide <- codes_long %>% pivot_wider(names_from = coder ,
values_from = followed_instructions)
# Agreement columns among the coders
codes_wide <- codes_wide %>%
mutate(agreeAB = A == B, agreeAC = A == C, agreeBC = B == C)
# Summry table showing agreement
codes_summary <- codes_wide %>%
dplyr::summarize(across(c(agreeAB, agreeAC, agreeBC),
~sum(.)/n()))
codes_summary <- codes_summary %>%
pivot_longer(everything(), names_to = "pair", values_to = "agreement") %>%
mutate(rank = rank(desc(agreement)))
agreements_list <- codes_summary %>% select(pair, agreement) %>% deframe %>% as.list()
# (0.805 + 0.772 + 0.824)/3
# Add percentage agreements
codes_wide <- codes_wide %>%
mutate(agreeAB_percent = agreements_list$agreeAB,
agreeAC_percent = agreements_list$agreeAC,
agreeBC_percent = agreements_list$agreeBC) %>%
# then roowise operation to calculate the mean of the agreement
mutate(agree_overall_percent = mean(c(agreeAB_percent, agreeAC_percent, agreeBC_percent))) %>%
ungroup()
# Highest pair
highest_pair <- codes_summary %>% filter(rank == 1) %>% pull(pair)
highest_coders <- highest_pair %>% str_extract_all("[ABC]") %>% .[[1]]
third_rater <- c("A", "B", "C") %>% str_remove(paste(highest_coders, collapse = "|")) %>%
paste(collapse = "")
one_of_highest <- str_extract(highest_pair, ".$")
# Add initial codes to the codes_wide
codes_wide <- codes_wide %>%
mutate(initial_codes = !!sym(one_of_highest))
# Final codes
codes_wide <- codes_wide %>%
mutate(highest_pair = highest_coders %>% str_c(collapse = ""),
third_rater = third_rater) %>%
mutate(followed_VGinstructions = case_when(!!sym(highest_pair) == TRUE ~ initial_codes,
TRUE ~ !!sym(third_rater)))
# add to the main data frame
s2_df <- s2_df %>% left_join(select(codes_wide, -essay_condition, -target_game_name), by = "ResponseId", )
# Codes Table
codes_wide %>% group_by(followed_VGinstructions) %>% summarise(n = n())
## # A tibble: 2 x 2
## followed_VGinstructions n
## <chr> <int>
## 1 No 51
## 2 Yes 370
# Full long-format data
s2_df_long <- s2_df %>%
pivot_longer(cols = c(starts_with("T1_"),
starts_with("T2_"))) %>%
mutate(Time = str_extract(name, "T1|T2"),
Variable = str_replace(name, "T1_|T2_", "")) %>%
# Pivoting wider so that each variable has its own column
pivot_wider(id_cols = c(PID, Time, essay_condition),
names_from = Variable) %>%
# Spell Out Time 1 vs Time 2
mutate(Time = case_when(Time == "T1" ~ "Time 1",
Time == "T2" ~ "Time 2")) %>%
rename_all(~str_replace(., "_1", ""))
I exported the data to a cleaned public dataset for analysis. Since the dataset will be public, and the answers to the open-ended responses could potentially be personally identifiable, I dropped the answers to the following open-ended responses. - Rejection essay - Participants’ responses about the purpose of the study - Participants’ responses to share anything about the study I exported the dataset in both .rds and .csv formats. (Study2_public.rds, Study2_public.csv)
# Drop write-in responses for the public dataset
s2_public <- s2_df %>%
# Masking Essay Responses
mutate(across(c(NonSurrogacy_Essay, Surrogacy_Essay,
Study_Purpose, Share_Anything),
~"(Essay resposnes are masked. Please contact naoyuki.sunami@gmail.com)"))
# Save as .rds and .csv
write_rds(s2_public, here("data_public", "Study2_public.rds"))
write_csv(s2_public, here("data_public", "Study2_public.csv"))
# SaveLong Dataset
write_rds(s2_df_long, here("data_public", "Study2_public_long.rds"))
write_csv(s2_df_long, here("data_public", "Study2_public_long.csv"))
I use codebook to add metadata.
# Study Name
metadata(s2_df)$name <- "Nami Sunami's Dissertation - Study 2"
# Study Description
metadata(s2_df)$description <- paste0("
### Download link
[Open Science Framework](https://osf.io/XXXXX)
### Preprocessing
All rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.
Variables are labeled in SPSS.
### A list of important abbreviations, prefixes and suffixes:
* PSI = Parasocial Interaction
* PC = Player Character
")
# Study Identifier
metadata(s2_df)$identifier <- "https://osf.io/jvk3u/"
# Date published
metadata(s2_df)$datePublished <- "2015-10-07"
# Creator information
metadata(s2_df)$creator <- list(
"@type" = "Person",
givenName = "Nami", familyName = "Sunami",
email = "naoyuki.sunami@gmail.com",
affiliation = list("@type" = "Organization",
name = "University of Delaware, USA"))
# Citation Information
metadata(s2_df)$citation <- "XXXXXXXXX"
# URL
metadata(s2_df)$url <- "https://osf.io/XXXXXXXX/"
# Temporal Coverage
metadata(s2_df)$temporalCoverage <- "2021"
# Spacial Coverage
metadata(s2_df)$spatialCoverage <- "Delaware, United States
# Distribution"
metadata(s2_df)$distribution = list(
list("@type" = "DataDownload",
"requiresSubscription" = "http://schema.org/True",
"encodingFormat" = "https://www.loc.gov/preservation/digital/formats/fdd/fdd000469.shtml",
contentUrl = "https://osf.io/XXXX/download")
)
codebook(s2_df)
## Loading required namespace: GPArotation
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
Dataset name: Nami Sunami’s Dissertation - Study 2
All rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.
Variables are labeled in SPSS.
Temporal Coverage: 2021
Spatial Coverage: Delaware, United States # Distribution
Citation: XXXXXXXXX
Identifier: https://osf.io/jvk3u/
Date published: 2015-10-07
Creator:
| name | value |
|---|---|
| @type | Person |
| givenName | Nami |
| familyName | Sunami |
| naoyuki.sunami@gmail.com | |
| affiliation | Organization , University of Delaware, USA |
|
|
#Variables
Start Date
## 419 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| StartDate | Start Date | POSIXct | 0 | 1 | 419 | 2021-03-16 11:13:53 | 2021-03-17 13:10:41 | 2021-04-14 05:00:08 | DATETIME20 | 0 |
End Date
## 423 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| EndDate | End Date | POSIXct | 0 | 1 | 423 | 2021-03-16 11:27:03 | 2021-03-17 13:31:25 | 2021-04-14 05:24:11 | DATETIME20 | 0 |
Response Type
Distribution of values for Status
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Status | Response Type | haven_labelled | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 12 | <U+2581><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| IP Address | 0 |
| Survey Preview | 1 |
| Survey Test | 2 |
| Imported | 4 |
| Spam | 8 |
| Survey Preview Spam | 9 |
| Imported Spam | 12 |
| Offline | 16 |
| Offline Survey Preview | 17 |
| EX | 32 |
| EX Spam | 40 |
| EX Offline | 48 |
Progress
Distribution of values for Progress
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Progress | Progress | numeric | 0 | 1 | 38 | 100 | 100 | 99.64623 | 4.432561 | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
Duration (in seconds)
Distribution of values for Duration_in_seconds
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Duration_in_seconds | Duration (in seconds) | numeric | 0 | 1 | 115 | 1192 | 3903 | 1331.934 | 522.368 | <U+2582><U+2587><U+2582><U+2581><U+2581> | F40.2 | 0 |
Finished
Distribution of values for Finished
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Finished | Finished | haven_labelled | 0 | 1 | 0 | 1 | 1 | 0.9929245 | 0.0839167 | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| name | value |
|---|---|
| False | 0 |
| True | 1 |
Recorded Date
## 421 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| RecordedDate | Recorded Date | POSIXct | 0 | 1 | 421 | 2021-03-16 11:27:04 | 2021-03-17 13:31:25 | 2021-04-14 05:24:11 | DATETIME20 | 0 |
Response ID
Distribution of values for ResponseId
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ResponseId | Response ID | character | 0 | 1 | 424 | 0 | 17 | 17 | 0 | A50 | 0 |
Distribution Channel
Distribution of values for DistributionChannel
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DistributionChannel | Distribution Channel | character | 0 | 1 | 1 | 0 | 9 | 9 | 0 | A255 | 0 |
User Language
Distribution of values for UserLanguage
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| UserLanguage | User Language | character | 0 | 1 | 1 | 0 | 2 | 2 | 0 | A255 | 0 |
Q_RecaptchaScore
Distribution of values for Q_RecaptchaScore
4 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q_RecaptchaScore | Q_RecaptchaScore | numeric | 4 | 0.990566 | 0.3 | 1 | 1 | 0.962619 | 0.0794239 | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
Age
Distribution of values for Age
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | Age | numeric | 0 | 1 | 18 | 22 | 59 | 24.69811 | 7.094325 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Distribution of values for Race
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Race | character | 0 | 1 | 6 | 362 | 0 | 57 | 0 | NA |
Race - Selected Choice American Indian, Indigenous Canadian, or Alaska Native
## No non-missing values to show.
424 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_1 | Race - Selected Choice American Indian, Indigenous Canadian, or Alaska Native | factor | FALSE | 1. American Indian, Indigenous Canadian, or Alaska Native | 424 | 0 | 0 | Ame: 0 |
Race - Selected Choice Asian
Distribution of values for Race_4
413 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_4 | Race - Selected Choice Asian | factor | FALSE | 1. Asian | 413 | 0.0259434 | 1 | Asi: 11 |
Race - Selected Choice Black
Distribution of values for Race_2
418 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_2 | Race - Selected Choice Black | factor | FALSE | 1. Black | 418 | 0.0141509 | 1 | Bla: 6 |
Race - Selected Choice Latino/Latina, Hispanic, Chicano, or Puerto Rican
Distribution of values for Race_7
383 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_7 | Race - Selected Choice Latino/Latina, Hispanic, Chicano, or Puerto Rican | factor | FALSE | 1. Latino/Latina, Hispanic, Chicano, or Puerto Rican | 383 | 0.0966981 | 1 | Lat: 41 |
Race - Selected Choice Middle Eastern or North African
Distribution of values for Race_8
419 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_8 | Race - Selected Choice Middle Eastern or North African | factor | FALSE | 1. Middle Eastern or North African | 419 | 0.0117925 | 1 | Mid: 5 |
Race - Selected Choice Native Hawaiian or Pacific Islander
## No non-missing values to show.
424 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_5 | Race - Selected Choice Native Hawaiian or Pacific Islander | factor | FALSE | 1. Native Hawaiian or Pacific Islander | 424 | 0 | 0 | Nat: 0 |
Race - Selected Choice White
Distribution of values for Race_3
59 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_3 | Race - Selected Choice White | factor | FALSE | 1. White | 59 | 0.8608491 | 1 | Whi: 365 |
Race - Selected Choice Prefer to self-describe
Distribution of values for Race_6
413 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_6 | Race - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | 413 | 0.0259434 | 1 | Pre: 11 |
Race - Prefer to self-describe - Text
## 12 unique, categorical values, so not shown.
0 missing values.
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_6_TEXT | Race - Prefer to self-describe - Text | factor | FALSE | 1. , 2. African European, 3. Caucasian, 4. Coloured, 5. European, 6. Italian, 7. Mediterranean, 8. Mediterranian, 9. Mexican, 10. Mixed white/black, 11. No classification, 12. Portuguese |
0 | 1 | 12 | emp: 413, Afr: 1, Cau: 1, Col: 1 |
Relationship Status - Selected Choice
Distribution of values for Relationship
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship | Relationship Status - Selected Choice | haven_labelled | 0 | 1 | 1 | 4 | 7 | 3.238208 | 1.64521 | 7 | <U+2583><U+2587><U+2582><U+2587><U+2581><U+2582><U+2582><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Single—not interested in dating | 1 |
| Single—interested in dating | 2 |
| Dating Casually | 3 |
| Dating Exclusively | 4 |
| Engaged | 5 |
| Married | 6 |
| Other (specify): | 7 |
Relationship Status - Other (specify): - Text
Distribution of values for Relationship_7_TEXT
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship_7_TEXT | Relationship Status - Other (specify): - Text | character | 0 | 1 | 11 | 413 | 0 | 42 | 0 | A255 | 0 |
Distribution of values for Gender_Identity
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Gender_Identity | character | 0 | 1 | 8 | 0 | 4 | 59 | 0 | NA |
Gender - Selected Choice Male
Distribution of values for Gender_1
137 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_1 | Gender - Selected Choice Male | factor | FALSE | 1. Male | 137 | 0.6768868 | 1 | Mal: 287 |
Gender - Selected Choice Female
Distribution of values for Gender_2
289 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_2 | Gender - Selected Choice Female | factor | FALSE | 1. Female | 289 | 0.3183962 | 1 | Fem: 135 |
Gender - Selected Choice Nonbinary
Distribution of values for Gender_8
421 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_8 | Gender - Selected Choice Nonbinary | factor | FALSE | 1. Nonbinary | 421 | 0.0070755 | 1 | Non: 3 |
Gender - Selected Choice Unsure
Distribution of values for Gender_6
422 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_6 | Gender - Selected Choice Unsure | factor | FALSE | 1. Unsure | 422 | 0.004717 | 1 | Uns: 2 |
Gender - Selected Choice Prefer to self-describe
Distribution of values for Gender_7
422 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_7 | Gender - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | 422 | 0.004717 | 1 | Pre: 2 |
Gender - Prefer to self-describe - Text
## 3 unique, categorical values, so not shown.
0 missing values.
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_7_TEXT | Gender - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Genderfluid, 3. there are only two genders |
0 | 1 | 3 | emp: 422, Gen: 1, the: 1 |
Sexual Orientation - Selected Choice
Distribution of values for Sexori
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sexori | Sexual Orientation - Selected Choice | haven_labelled | 0 | 1 | 1 | 1 | 8 | 1.561321 | 1.43776 | 7 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Heterosexual | 1 |
| Gay/lesbian | 2 |
| Bisexual | 3 |
| Asexual | 7 |
| Pansexual | 8 |
| Unsure | 5 |
| Prefer to self-describe | 6 |
Sexual Orientation - Prefer to self-describe - Text
Distribution of values for Sexori_6_TEXT
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sexori_6_TEXT | Sexual Orientation - Prefer to self-describe - Text | character | 0 | 1 | 4 | 421 | 0 | 21 | 0 | A255 | 0 |
T1 Heart
Distribution of values for T1_Heart_1
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Heart_1 | T1 Heart | numeric | 0 | 1 | 1 | 7 | 9 | 6.28066 | 1.959158 | <U+2581><U+2585><U+2582><U+2587><U+2587> | F40.2 | 0 |
T1 Valence
Distribution of values for T1_Valence_1
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Valence_1 | T1 Valence | numeric | 0 | 1 | 1 | 6 | 9 | 5.943396 | 1.917101 | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
T1 Arousal
Distribution of values for T1_Arousal_1
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Arousal_1 | T1 Arousal | numeric | 0 | 1 | 1 | 4 | 9 | 4.183962 | 1.704986 | <U+2582><U+2587><U+2582><U+2583><U+2581> | F40.2 | 0 |
T1 Dominance
Distribution of values for T1_Dominance_1
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Dominance_1 | T1 Dominance | numeric | 0 | 1 | 1 | 6 | 9 | 5.877358 | 1.704966 | <U+2581><U+2583><U+2582><U+2587><U+2583> | F40.2 | 0 |
Timing - First Click
Distribution of values for timer_inst_First_Click
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| timer_inst_First_Click | Timing - First Click | numeric | 0 | 1 | 0 | 0 | 105 | 2.512307 | 10.57013 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Last Click
Distribution of values for timer_inst_Last_Click
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| timer_inst_Last_Click | Timing - Last Click | numeric | 0 | 1 | 0 | 0 | 106 | 3.030012 | 10.95781 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Page Submit
Distribution of values for timer_inst_Page_Submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| timer_inst_Page_Submit | Timing - Page Submit | numeric | 0 | 1 | 1.1 | 8.8 | 379 | 15.51126 | 31.05969 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Click Count
Distribution of values for timer_inst_Click_Count
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| timer_inst_Click_Count | Timing - Click Count | numeric | 0 | 1 | 0 | 0 | 13 | 0.5613208 | 1.523966 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Social surrogate game
Distribution of values for surrogate_vg
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| surrogate_vg | Social surrogate game | character | 0 | 1 | 217 | 0 | 3 | 66 | 0 | A255 | 0 |
Non-social surrogate game
Distribution of values for nonsurrogate_vg
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| nonsurrogate_vg | Non-social surrogate game | character | 0 | 1 | 220 | 0 | 3 | 154 | 0 | A255 | 0 |
Write about a time you felt rejected by a close other
Distribution of values for Rejection_Essay
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Essay | Write about a time you felt rejected by a close other | character | 0 | 1 | 423 | 2 | 0 | 2000 | 0 | A255 | 0 |
Timing - First Click
Distribution of values for Rejection_Timer_First_Click
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_First_Click | Timing - First Click | numeric | 2 | 0.995283 | 0.54 | 35 | 1036 | 64.45552 | 107.1393 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Last Click
Distribution of values for Rejection_Timer_Last_Click
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Last_Click | Timing - Last Click | numeric | 2 | 0.995283 | 18 | 203 | 1260 | 212.9369 | 169.2124 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Page Submit
Distribution of values for Rejection_Timer_Page_Submit
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Page_Submit | Timing - Page Submit | numeric | 2 | 0.995283 | 188 | 257 | 1437 | 306.4744 | 150.4319 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Click Count
Distribution of values for Rejection_Timer_Click_Count
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Click_Count | Timing - Click Count | numeric | 2 | 0.995283 | 2 | 6 | 54 | 9.00237 | 8.752739 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Write about the Non-Social Surrogacy Game
Distribution of values for NonSurrogacy_Essay
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| NonSurrogacy_Essay | Write about the Non-Social Surrogacy Game | character | 0 | 1 | 206 | 219 | 0 | 1005 | 0 | A255 | 0 |
Write about the Social Surrogacy Game
Distribution of values for Surrogacy_Essay
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Surrogacy_Essay | Write about the Social Surrogacy Game | character | 0 | 1 | 218 | 207 | 0 | 1870 | 0 | A255 | 0 |
Timing - First Click
Distribution of values for VG_Essay_Timer_First_Click
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_Essay_Timer_First_Click | Timing - First Click | numeric | 2 | 0.995283 | 0.17 | 19 | 541 | 37.58589 | 60.03256 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Last Click
Distribution of values for VG_Essay_Timer_Last_Click
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_Essay_Timer_Last_Click | Timing - Last Click | numeric | 2 | 0.995283 | 5.5 | 182 | 922 | 176.8448 | 149.5886 | <U+2587><U+2586><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Page Submit
Distribution of values for VG_Essay_Timer_Page_Submit
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_Essay_Timer_Page_Submit | Timing - Page Submit | numeric | 2 | 0.995283 | 89 | 228 | 1057 | 268.7417 | 116.2416 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Click Count
Distribution of values for VG_Essay_Timer_Click_Count
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_Essay_Timer_Click_Count | Timing - Click Count | numeric | 2 | 0.995283 | 2 | 5 | 54 | 7.71564 | 7.460407 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
T2 Heart
Distribution of values for T2_Heart_1
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Heart_1 | T2 Heart | numeric | 2 | 0.995283 | 1 | 7 | 9 | 6.35545 | 1.886747 | <U+2581><U+2583><U+2582><U+2587><U+2586> | F40.2 | 0 |
T2 Valence
Distribution of values for T2_Valence_1
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Valence_1 | T2 Valence | numeric | 2 | 0.995283 | 1 | 6 | 9 | 6.232227 | 1.803429 | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
T2 Arousal
Distribution of values for T2_Arousal_1
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Arousal_1 | T2 Arousal | numeric | 3 | 0.9929245 | 1 | 5 | 9 | 4.874109 | 1.906335 | <U+2582><U+2587><U+2583><U+2586><U+2582> | F40.2 | 0 |
T2 Dominance
Distribution of values for T2_Dominance_1
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Dominance_1 | T2 Dominance | numeric | 2 | 0.995283 | 1 | 6 | 9 | 6.130332 | 1.654068 | <U+2581><U+2582><U+2582><U+2587><U+2583> | F40.2 | 0 |
Did you interact with an NPC?
Distribution of values for Interact_with_NPC
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Interact_with_NPC | Did you interact with an NPC? | haven_labelled | 2 | 0.995283 | 1 | 1 | 2 | 1.412322 | 0.4928369 | 2 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| name | value |
|---|---|
| Yes | 1 |
| No | 2 |
IOS with an NPC
Distribution of values for IOS
176 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IOS | IOS with an NPC | haven_labelled | 176 | 0.5849057 | 0 | 3 | 6 | 2.991935 | 1.740194 | 7 | <U+2583><U+2586><U+2587><U+2587><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| name | value |
|---|---|
| 0 | 0 |
| 1 | 1 |
| 2 | 2 |
| 3 | 3 |
| 4 | 4 |
| 5 | 5 |
| 6 | 6 |
While playing the game, I felt completely immersed.
Distribution of values for Single_Immersion
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Single_Immersion | While playing the game, I felt completely immersed. | haven_labelled | 2 | 0.995283 | -3 | 2 | 3 | 1.85545 | 1.296975 | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587><U+2587> | F40.0 | 0 |
| name | value |
|---|---|
| Strongly disagree -3 | -3 |
| -2 | -2 |
| -1 | -1 |
| 0 | 0 |
| 1 | 1 |
| 2 | 2 |
| Strongly agree 3 | 3 |
When did you play the game?
Distribution of values for VG_When_Played
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_When_Played | When did you play the game? | character | 0 | 1 | 177 | 3 | 0 | 73 | 0 | A255 | 0 |
How frequently and how long did you play the game?
Distribution of values for VG_Freqency
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| VG_Freqency | How frequently and how long did you play the game? | character | 0 | 1 | 369 | 3 | 0 | 190 | 0 | A255 | 0 |
What did you write in the first essay?
Distribution of values for Attention_Rejection
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attention_Rejection | What did you write in the first essay? | haven_labelled | 3 | 0.9929245 | 1 | 1 | 3 | 1.021378 | 0.1746261 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| about a time I felt rejected | 1 |
| about a time I felt accepted | 2 |
| about my morning yesterday | 3 |
What did you write in the second essay?
Distribution of values for Attention_VG
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attention_VG | What did you write in the second essay? | haven_labelled | 3 | 0.9929245 | 1 | 1 | 3 | 1.491686 | 0.5052602 | 3 | <U+2587><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| \({q://QID3/ChoiceTextEntryValue} | 1| |\){q://QID4/ChoiceTextEntryValue} | 2 |
| unsure | 3 |
Did you wonder about the purposes?
Distribution of values for Study_Purpose
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Study_Purpose | Did you wonder about the purposes? | character | 0 | 1 | 353 | 37 | 0 | 385 | 0 | A255 | 0 |
STUDY_ID
Distribution of values for STUDY_ID
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| STUDY_ID | STUDY_ID | character | 0 | 1 | 1 | 0 | 24 | 24 | 0 | A255 | 0 |
SESSION_ID
Distribution of values for SESSION_ID
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| SESSION_ID | SESSION_ID | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
Distribution of values for attention_rejection_correct
0 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| attention_rejection_correct | logical | 0 | 1 | TRU: 414, FAL: 10 | 0.9764151 | NA |
attention_VGessay_correct
Distribution of values for attention_VGessay_correct
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| attention_VGessay_correct | attention_VGessay_correct | character | 0 | 1 | 2 | 0 | 4 | 5 | 0 | A255 | 0 |
Distribution of values for attention_all_correct
0 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| attention_all_correct | logical | 0 | 1 | TRU: 409, FAL: 15 | 0.9646226 | NA |
debug
Distribution of values for debug
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| debug | debug | character | 0 | 1 | 1 | 424 | 0 | 0 | 0 | A255 | 0 |
debug_condition
Distribution of values for debug_condition
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| debug_condition | debug_condition | character | 0 | 1 | 1 | 424 | 0 | 0 | 0 | A255 | 0 |
t_consent_submit
Distribution of values for t_consent_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_consent_submit | t_consent_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_age_submit
Distribution of values for t_age_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_age_submit | t_age_submit | character | 0 | 1 | 424 | 1 | 0 | 24 | 0 | A255 | 0 |
t_race_submit
Distribution of values for t_race_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_race_submit | t_race_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_relationship_submit
Distribution of values for t_relationship_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_relationship_submit | t_relationship_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_gender_submit
Distribution of values for t_gender_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_gender_submit | t_gender_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_sexori_submit
Distribution of values for t_sexori_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_sexori_submit | t_sexori_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_T1Heart_submit
Distribution of values for t_T1Heart_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Heart_submit | t_T1Heart_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_T1Valence_submit
Distribution of values for t_T1Valence_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Valence_submit | t_T1Valence_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_T1Arousal_submit
Distribution of values for t_T1Arousal_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Arousal_submit | t_T1Arousal_submit | character | 0 | 1 | 423 | 0 | 24 | 24 | 0 | A255 | 0 |
t_T1Dominance_submit
Distribution of values for t_T1Dominance_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Dominance_submit | t_T1Dominance_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_vgInst_submit
Distribution of values for t_vgInst_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_vgInst_submit | t_vgInst_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_videoGameNomination_submit
Distribution of values for t_videoGameNomination_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_videoGameNomination_submit | t_videoGameNomination_submit | character | 0 | 1 | 424 | 0 | 24 | 24 | 0 | A255 | 0 |
t_rejectionEssayIntro_submit
Distribution of values for t_rejectionEssayIntro_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_rejectionEssayIntro_submit | t_rejectionEssayIntro_submit | character | 0 | 1 | 424 | 1 | 0 | 24 | 0 | A255 | 0 |
t_rejectionEssay_submit
Distribution of values for t_rejectionEssay_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_rejectionEssay_submit | t_rejectionEssay_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_surrogacyEssayIntro_submit
Distribution of values for t_surrogacyEssayIntro_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_surrogacyEssayIntro_submit | t_surrogacyEssayIntro_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_surrogacyEssay_submit
Distribution of values for t_surrogacyEssay_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_surrogacyEssay_submit | t_surrogacyEssay_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_T2Heart_submit
Distribution of values for t_T2Heart_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Heart_submit | t_T2Heart_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_T2Valence_submit
Distribution of values for t_T2Valence_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Valence_submit | t_T2Valence_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_T2Arousal_submit
Distribution of values for t_T2Arousal_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Arousal_submit | t_T2Arousal_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_T2Dominance_submit
Distribution of values for t_T2Dominance_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Dominance_submit | t_T2Dominance_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_intractCharacters_submit
Distribution of values for t_intractCharacters_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_intractCharacters_submit | t_intractCharacters_submit | character | 0 | 1 | 423 | 2 | 0 | 24 | 0 | A255 | 0 |
t_IOS_submit
Distribution of values for t_IOS_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_IOS_submit | t_IOS_submit | character | 0 | 1 | 251 | 174 | 0 | 24 | 0 | A255 | 0 |
t_PSI_submit
Distribution of values for t_PSI_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_PSI_submit | t_PSI_submit | character | 0 | 1 | 250 | 175 | 0 | 24 | 0 | A255 | 0 |
t_singleImmersion_submit
Distribution of values for t_singleImmersion_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_singleImmersion_submit | t_singleImmersion_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_narrativeEngagement_submit
Distribution of values for t_narrativeEngagement_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_narrativeEngagement_submit | t_narrativeEngagement_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_otfSocialWorld_submit
Distribution of values for t_otfSocialWorld_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_otfSocialWorld_submit | t_otfSocialWorld_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_enjoyment_submit
Distribution of values for t_enjoyment_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_enjoyment_submit | t_enjoyment_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_frequency_submit
Distribution of values for t_frequency_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_frequency_submit | t_frequency_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_attentionRejection_submit
Distribution of values for t_attentionRejection_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_attentionRejection_submit | t_attentionRejection_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_attentionVideoGame_submit
Distribution of values for t_attentionVideoGame_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_attentionVideoGame_submit | t_attentionVideoGame_submit | character | 0 | 1 | 422 | 3 | 0 | 24 | 0 | A255 | 0 |
t_debriefingInfo_submit
Distribution of values for t_debriefingInfo_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_debriefingInfo_submit | t_debriefingInfo_submit | character | 0 | 1 | 1 | 424 | 0 | 0 | 0 | A255 | 0 |
Distribution of values for essay_condition
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| essay_condition | character | 0 | 1 | 2 | 0 | 16 | 20 | 0 | NA |
target_game_name
Distribution of values for target_game_name
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| target_game_name | target_game_name | character | 0 | 1 | 255 | 0 | 3 | 154 | 0 | A255 | 0 |
Note
Distribution of values for Note
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Note | Note | character | 0 | 1 | 2 | 423 | 0 | 100 | 0 | A255 | 0 |
Distribution of values for PID
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| PID | numeric | 0 | 1 | 1 | 212 | 424 | 212.5 | 122.5425 | <U+2587><U+2587><U+2587><U+2587><U+2587> | NA |
Reliability: .
Missing: 179.
Likert plot of scale PSI items
Distribution of scale PSI
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | PSI_1, PSI_2R, PSI_3, PSI_4, PSI_5, PSI_6, PSI_7, PSI_8, PSI_9R, PSI_10R, PSI_11 & PSI_12 |
| Observations: | 245 |
| Positive correlations: | 55 |
| Number of correlations: | 66 |
| Percentage positive correlations: | 83 |
| Omega (total): | 0.86 |
| Omega (hierarchical): | 0.81 |
| Revelle’s Omega (total): | 0.86 |
| Greatest Lower Bound (GLB): | 0.88 |
| Coefficient H: | 0.87 |
| Coefficient Alpha: | 0.80 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
4.374, 1.5, 1.214, 0.827, 0.782, 0.7, 0.534, 0.491, 0.441, 0.421, 0.37 & 0.347
| TC1 | TC3 | TC2 | |
|---|---|---|---|
| PSI_1 | 0.730 | 0.051 | 0.087 |
| PSI_2R | 0.179 | -0.253 | 0.630 |
| PSI_3 | 0.710 | -0.121 | -0.312 |
| PSI_4 | 0.707 | -0.007 | 0.167 |
| PSI_5 | 0.742 | 0.055 | 0.017 |
| PSI_6 | 0.638 | 0.159 | -0.196 |
| PSI_7 | 0.697 | 0.159 | 0.109 |
| PSI_8 | 0.553 | 0.362 | 0.050 |
| PSI_9R | 0.399 | -0.039 | 0.614 |
| PSI_10R | -0.280 | 0.142 | 0.727 |
| PSI_11 | 0.008 | 0.879 | -0.014 |
| PSI_12 | 0.099 | 0.836 | -0.005 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSI_1 | 2.3633 | 3 | 1.4863 | 1.2192 | 2 | 0.0779 | 0 | 1 | 4 | 4 | -0.3694 | -0.8414 | 0.1102 | 245 | 0 | 245 |
| PSI_2R | 2.1837 | 2 | 1.6178 | 1.2719 | 2 | 0.0813 | 0 | 1 | 3 | 4 | -0.0964 | -1.0951 | 0.1184 | 245 | 0 | 245 |
| PSI_3 | 1.6041 | 1 | 1.8467 | 1.3589 | 3 | 0.0868 | 0 | 0 | 3 | 4 | 0.2822 | -1.2259 | 0.1143 | 245 | 0 | 245 |
| PSI_4 | 2.5388 | 3 | 1.4134 | 1.1889 | 1 | 0.076 | 0 | 1 | 4 | 4 | -0.6535 | -0.423 | 0.1082 | 245 | 0 | 245 |
| PSI_5 | 2.4327 | 3 | 1.853 | 1.3613 | 3 | 0.087 | 0 | 1 | 4 | 4 | -0.5155 | -0.9696 | 0.1306 | 245 | 0 | 245 |
| PSI_6 | 1.8245 | 2 | 1.7191 | 1.3111 | 2 | 0.0838 | 0 | 1 | 3 | 4 | 0.0865 | -1.1293 | 0.1102 | 245 | 0 | 245 |
| PSI_7 | 2.6939 | 3 | 1.5248 | 1.2348 | 2 | 0.0789 | 0 | 1 | 4 | 4 | -0.8346 | -0.2296 | 0.149 | 245 | 0 | 245 |
| PSI_8 | 1.9143 | 2 | 1.7672 | 1.3294 | 2 | 0.0849 | 0 | 0 | 3 | 4 | -0.0844 | -1.163 | 0.1245 | 245 | 0 | 245 |
| PSI_9R | 2.5061 | 3 | 1.4559 | 1.2066 | 1 | 0.0771 | 0 | 1.5 | 4 | 4 | -0.4308 | -0.7807 | 0.1224 | 245 | 0 | 245 |
| PSI_10R | 2.249 | 2 | 1.2697 | 1.1268 | 2 | 0.072 | 0 | 1 | 3 | 4 | -0.1392 | -0.7111 | 0.1347 | 245 | 0 | 245 |
| PSI_11 | 1.9592 | 2 | 1.9573 | 1.3991 | 2 | 0.0894 | 0 | 0 | 3 | 4 | -0.1169 | -1.3087 | 0.1163 | 245 | 0 | 245 |
| PSI_12 | 1.9306 | 2 | 1.5648 | 1.2509 | 2 | 0.0799 | 0 | 1 | 3 | 4 | -0.1086 | -1.0445 | 0.1286 | 245 | 0 | 245 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSI_1 | PSI - I carefully followed the behavior of the non-player characters in the game. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
176 | 0.5849057 | 0 | 3 | 4 | 2.362903 | 1.212851 | 5 | <U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_2R | PSI - I hardly thought about why the non-player characters in the game did certain things they did. | haven_labelled | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
178 | 0.5801887 | 0 | 2 | 4 | 2.191057 | 1.274587 | 5 | <U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_3 | PSI - I kept wondering if I knew persons that are similar to the non-player characters in the game. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
178 | 0.5801887 | 0 | 1 | 4 | 1.601626 | 1.356706 | 5 | <U+2587><U+2586><U+2581><U+2585><U+2581><U+2586><U+2581><U+2583> | F40.0 | 0 |
| PSI_4 | PSI - I became aware of aspects of the non-player characters in the game that I really liked or disliked. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
178 | 0.5801887 | 0 | 3 | 4 | 2.544715 | 1.190109 | 5 | <U+2582><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_5 | PSI - I kept asking myself how things would evolve around the non-player characters in the game. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
178 | 0.5801887 | 0 | 3 | 4 | 2.434959 | 1.358960 | 5 | <U+2583><U+2583><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_6 | PSI - Occasionally, I wondered if the non-player characters in the game were similar to me or not. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
177 | 0.5825472 | 0 | 2 | 4 | 1.825911 | 1.308997 | 5 | <U+2587><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
| PSI_7 | PSI - Sometimes I really loved the non-player characters in the game for what they did. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
177 | 0.5825472 | 0 | 3 | 4 | 2.696356 | 1.233388 | 5 | <U+2582><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_8 | PSI - If the non-player characters in the game felt bad, I felt bad as well; if the non-player characters in the game felt good, I felt good as well. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
177 | 0.5825472 | 0 | 2 | 4 | 1.902834 | 1.330792 | 5 | <U+2587><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
| PSI_9R | PSI - The non-player characters in the game left me rather sober and unaffected. | haven_labelled | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
177 | 0.5825472 | 0 | 3 | 4 | 2.502024 | 1.202553 | 5 | <U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_10R | PSI - Whatever the non-player characters in the game said or did—I kept still. | haven_labelled | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
177 | 0.5825472 | 0 | 2 | 4 | 2.255061 | 1.127864 | 5 | <U+2582><U+2585><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583> | F40.0 | 0 |
| PSI_11 | PSI - Occasionally, I said something to the non-player characters in the game on impulse. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
177 | 0.5825472 | 0 | 2 | 4 | 1.951417 | 1.396012 | 5 | <U+2586><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_12 | PSI - Sometimes I felt like speaking out on the non-player characters in the game. | haven_labelled | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
178 | 0.5801887 | 0 | 2 | 4 | 1.939024 | 1.255332 | 5 | <U+2585><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
Reliability: .
Missing: 6.
Likert plot of scale Narrative_Engagement items
Distribution of scale Narrative_Engagement
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | Narrative_Engagement_1R, Narrative_Engagement_2R, Narrative_Engagement_3R, Narrative_Engagement_4R, Narrative_Engagement_5R, Narrative_Engagement_6, Narrative_Engagement_7, Narrative_Engagement_8 & Narrative_Engagement_9 |
| Observations: | 418 |
| Positive correlations: | 22 |
| Number of correlations: | 36 |
| Percentage positive correlations: | 61 |
| Omega (total): | 0.83 |
| Omega (hierarchical): | 0.44 |
| Revelle’s Omega (total): | 0.83 |
| Greatest Lower Bound (GLB): | 0.83 |
| Coefficient H: | 0.81 |
| Coefficient Alpha: | 0.60 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
2.796, 2.332, 0.932, 0.709, 0.6, 0.501, 0.424, 0.419 & 0.287
| TC1 | TC2 | |
|---|---|---|
| Narrative_Engagement_1R | 0.589 | -0.354 |
| Narrative_Engagement_2R | 0.580 | -0.388 |
| Narrative_Engagement_3R | 0.741 | -0.050 |
| Narrative_Engagement_4R | 0.821 | 0.199 |
| Narrative_Engagement_5R | 0.799 | 0.103 |
| Narrative_Engagement_6 | 0.102 | 0.755 |
| Narrative_Engagement_7 | -0.084 | 0.710 |
| Narrative_Engagement_8 | 0.010 | 0.815 |
| Narrative_Engagement_9 | 0.086 | 0.694 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Narrative_Engagement_1R | 0.7871 | 1 | 3.1752 | 1.7819 | 3 | 0.0872 | -3 | -1 | 3 | 3 | -0.2867 | -1.1712 | 0.1041 | 418 | 0 | 418 |
| Narrative_Engagement_2R | 1.2201 | 2 | 2.8483 | 1.6877 | 3 | 0.0825 | -3 | 0 | 3 | 3 | -0.653 | -0.6093 | 0.1124 | 418 | 0 | 418 |
| Narrative_Engagement_3R | 0.2847 | 0 | 3.312 | 1.8199 | 3 | 0.089 | -3 | -1 | 2 | 3 | -0.0033 | -1.1867 | 0.0921 | 418 | 0 | 418 |
| Narrative_Engagement_4R | 0.4761 | 1 | 3.1421 | 1.7726 | 3 | 0.0867 | -3 | -1 | 2 | 3 | -0.1849 | -1.1185 | 0.0945 | 418 | 0 | 418 |
| Narrative_Engagement_5R | 1.4163 | 2 | 2.3059 | 1.5185 | 2 | 0.0743 | -3 | 0 | 3 | 3 | -0.8925 | 0.0297 | 0.1435 | 418 | 0 | 418 |
| Narrative_Engagement_6 | 0.988 | 1 | 3.1341 | 1.7704 | 2 | 0.0866 | -3 | -1 | 2 | 3 | -0.8469 | -0.2724 | 0.1112 | 418 | 0 | 418 |
| Narrative_Engagement_7 | 0.1435 | 0 | 3.2887 | 1.8135 | 3 | 0.0887 | -3 | -2 | 2 | 3 | -0.2052 | -0.9618 | 0.0861 | 418 | 0 | 418 |
| Narrative_Engagement_8 | -0.1124 | 0 | 3.7403 | 1.934 | 3 | 0.0946 | -3 | -2 | 2 | 3 | -0.072 | -1.247 | 0.0825 | 418 | 0 | 418 |
| Narrative_Engagement_9 | 0.2751 | 1 | 3.7155 | 1.9276 | 3 | 0.0943 | -3 | -2 | 2 | 3 | -0.3521 | -1.0256 | 0.0754 | 418 | 0 | 418 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Narrative_Engagement_1R | NE - At points, I had a hard time making sense of what was going on in the game. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
3 | 0.9929245 | -3 | 1 | 3 | 0.7719715 | 1.784930 | 7 | <U+2581><U+2583><U+2587><U+2583><U+2581><U+2586><U+2587><U+2587> | F40.0 | 0 |
| Narrative_Engagement_2R | NE - I had a hard time recognizing the thread of the story in the game. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
4 | 0.9905660 | -3 | 2 | 3 | 1.2119048 | 1.691013 | 7 | <U+2581><U+2581><U+2583><U+2583><U+2581><U+2583><U+2586><U+2587> | F40.0 | 0 |
| Narrative_Engagement_3R | NE - I found my mind wandering while I played the game. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
6 | 0.9858491 | -3 | 0 | 3 | 0.2846890 | 1.819902 | 7 | <U+2582><U+2585><U+2587><U+2583><U+2581><U+2585><U+2586><U+2585> | F40.0 | 0 |
| Narrative_Engagement_4R | NE - While I was playing the game, I found myself thinking about other things. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
5 | 0.9882075 | -3 | 1 | 3 | 0.4749403 | 1.770631 | 7 | <U+2582><U+2585><U+2587><U+2585><U+2581><U+2587><U+2587><U+2586> | F40.0 | 0 |
| Narrative_Engagement_5R | NE - I had a hard time keeping my mind on the game while I played. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
6 | 0.9858491 | -3 | 2 | 3 | 1.4162679 | 1.518526 | 7 | <U+2581><U+2581><U+2582><U+2583><U+2581><U+2585><U+2587><U+2587> | F40.0 | 0 |
| Narrative_Engagement_6 | NE - While playing, my body was in the room, but my mind was inside the world created by the game. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
5 | 0.9882075 | -3 | 1 | 3 | 0.9856802 | 1.768893 | 7 | <U+2582><U+2582><U+2582><U+2582><U+2581><U+2586><U+2587><U+2586> | F40.0 | 0 |
| Narrative_Engagement_7 | NE - The game created a new world, and then that world suddenly disappeared when I stopped playing the game. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
5 | 0.9882075 | -3 | 0 | 3 | 0.1408115 | 1.812168 | 7 | <U+2585><U+2583><U+2585><U+2586><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| Narrative_Engagement_8 | NE - At times during the gameplay, the world of the video game was closer to me than the real world. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
5 | 0.9882075 | -3 | 0 | 3 | -0.1097852 | 1.932441 | 7 | <U+2586><U+2586><U+2586><U+2585><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| Narrative_Engagement_9 | NE - The gameplay affected me emotionally. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
5 | 0.9882075 | -3 | 1 | 3 | 0.2744630 | 1.925302 | 7 | <U+2583><U+2583><U+2582><U+2583><U+2581><U+2587><U+2585><U+2583> | F40.0 | 0 |
Reliability: .
Missing: 4.
Likert plot of scale OTF_Social_World items
Distribution of scale OTF_Social_World
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | OTF_Social_World_1, OTF_Social_World_2, OTF_Social_World_3 & OTF_Social_World_4 |
| Observations: | 420 |
| Positive correlations: | 6 |
| Number of correlations: | 6 |
| Percentage positive correlations: | 100 |
| Omega (total): | 0.89 |
| Omega (hierarchical): | 0.88 |
| Revelle’s Omega (total): | 0.89 |
| Greatest Lower Bound (GLB): | 0.89 |
| Coefficient H: | 0.90 |
| Coefficient Alpha: | 0.88 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
2.953, 0.509, 0.299 & 0.239
| PC1 | |
|---|---|
| OTF_Social_World_1 | 0.895 |
| OTF_Social_World_2 | 0.772 |
| OTF_Social_World_3 | 0.895 |
| OTF_Social_World_4 | 0.868 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OTF_Social_World_1 | 0.2071 | 1 | 4.4797 | 2.1165 | 4 | 0.1033 | -3 | -2 | 2 | 3 | -0.3347 | -1.2858 | 0.1 | 420 | 0 | 420 |
| OTF_Social_World_2 | -0.419 | 0 | 3.7285 | 1.9309 | 3 | 0.0942 | -3 | -2 | 1 | 3 | 0.0463 | -1.2505 | 0.1071 | 420 | 0 | 420 |
| OTF_Social_World_3 | 0.0333 | 1 | 4.734 | 2.1758 | 4 | 0.1062 | -3 | -2 | 2 | 3 | -0.2064 | -1.4438 | 0.1155 | 420 | 0 | 420 |
| OTF_Social_World_4 | -0.2214 | 0 | 4.1871 | 2.0462 | 4 | 0.0998 | -3 | -3 | 2 | 3 | -0.0613 | -1.3833 | 0.1131 | 420 | 0 | 420 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OTF_Social_World_1 | OTF Social World - The video game presented stories that I immersed myself in | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
3 | 0.9929245 | -3 | 1 | 3 | 0.2137767 | 2.118378 | 7 | <U+2587><U+2583><U+2583><U+2585><U+2581><U+2587><U+2587><U+2586> | F40.0 | 0 |
| OTF_Social_World_2 | OTF Social World - The video game presented another social world where I felt like I belonged | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
4 | 0.9905660 | -3 | 0 | 3 | -0.4190476 | 1.930936 | 7 | <U+2587><U+2585><U+2585><U+2585><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_3 | OTF Social World - The video game had a social narrative that told an engaging story | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
4 | 0.9905660 | -3 | 1 | 3 | 0.0333333 | 2.175769 | 7 | <U+2587><U+2583><U+2582><U+2583><U+2581><U+2586><U+2587><U+2585> | F40.0 | 0 |
| OTF_Social_World_4 | OTF Social World - I found myself getting “lost” in the game’s story | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
4 | 0.9905660 | -3 | 0 | 3 | -0.2214286 | 2.046248 | 7 | <U+2587><U+2585><U+2583><U+2583><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
Reliability: .
Missing: 3.
Likert plot of scale Enjoyment items
Distribution of scale Enjoyment
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | Enjoyment_1, Enjoyment_2, Enjoyment_3R, Enjoyment_4 & Enjoyment_5 |
| Observations: | 421 |
| Positive correlations: | 10 |
| Number of correlations: | 10 |
| Percentage positive correlations: | 100 |
| Omega (total): | 0.88 |
| Omega (hierarchical): | 0.77 |
| Revelle’s Omega (total): | 0.88 |
| Greatest Lower Bound (GLB): | 0.89 |
| Coefficient H: | 0.89 |
| Coefficient Alpha: | 0.82 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
3.141, 0.708, 0.536, 0.35 & 0.266
| PC1 | |
|---|---|
| Enjoyment_1 | 0.765 |
| Enjoyment_2 | 0.888 |
| Enjoyment_3R | 0.736 |
| Enjoyment_4 | 0.843 |
| Enjoyment_5 | 0.718 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Enjoyment_1 | 2.5653 | 3 | 0.5701 | 0.7551 | 1 | 0.0368 | -2 | 2 | NA | 3 | -2.3572 | 7.968 | 0.1176 | 421 | 0 | 421 |
| Enjoyment_2 | 2.5962 | 3 | 0.527 | 0.726 | 1 | 0.0354 | -2 | 2 | NA | 3 | -2.5144 | 9.1928 | 0.1188 | 421 | 0 | 421 |
| Enjoyment_3R | 1.8765 | 2 | 1.5466 | 1.2436 | 2 | 0.0606 | -3 | 1 | 3 | 3 | -1.2195 | 1.2959 | 0.1473 | 421 | 0 | 421 |
| Enjoyment_4 | 2.2945 | 3 | 1.1226 | 1.0595 | 1 | 0.0516 | -3 | 2 | NA | 3 | -1.8532 | 4.041 | 0.114 | 421 | 0 | 421 |
| Enjoyment_5 | 2.152 | 3 | 1.5149 | 1.2308 | 1 | 0.06 | -3 | 2 | NA | 3 | -2.0626 | 4.9082 | 0.1295 | 421 | 0 | 421 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Enjoyment_1 | Enjoyment - I think the game is fun. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
3 | 0.9929245 | -2 | 3 | 3 | 2.565321 | 0.7550681 | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_2 | Enjoyment - I enjoy playing the game. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
3 | 0.9929245 | -2 | 3 | 3 | 2.596199 | 0.7259705 | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_3R | Enjoyment - I feel bored while playing the game. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
3 | 0.9929245 | -3 | 2 | 3 | 1.876485 | 1.2436287 | 7 | <U+2581><U+2581><U+2581><U+2582><U+2581><U+2583><U+2586><U+2587> | F40.0 | 0 |
| Enjoyment_4 | Enjoyment - I am likely to recommend this game to others. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
3 | 0.9929245 | -3 | 3 | 3 | 2.294537 | 1.0595118 | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2582><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_5 | Enjoyment - If given the chance, I want to play this game again. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
3 | 0.9929245 | -3 | 3 | 3 | 2.152019 | 1.2308251 | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2582><U+2583><U+2587> | F40.0 | 0 |
Distribution of values for essay_condition_title
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| essay_condition_title | character | 0 | 1 | 2 | 0 | 16 | 20 | 0 | NA |
Distribution of values for Gender_Identity_3GP
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Gender_Identity_3GP | character | 0 | 1 | 3 | 0 | 4 | 6 | 0 | NA |
Distribution of values for Race_8GP
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Race_8GP | character | 0 | 1 | 5 | 0 | 5 | 49 | 0 | NA |
Distribution of values for attention_VG_correct
0 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| attention_VG_correct | logical | 0 | 1 | TRU: 414, FAL: 10 | 0.9764151 | NA |
Distribution of values for A
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| A | character | 4 | 0.990566 | 2 | 0 | 2 | 3 | 0 | NA |
Distribution of values for B
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| B | character | 4 | 0.990566 | 3 | 0 | 2 | 3 | 0 | NA |
Distribution of values for C
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| C | character | 4 | 0.990566 | 2 | 0 | 2 | 3 | 0 | NA |
Distribution of values for agreeAB
4 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| agreeAB | logical | 4 | 0.990566 | TRU: 344, FAL: 76 | 0.8190476 | NA |
Distribution of values for agreeAC
4 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| agreeAC | logical | 4 | 0.990566 | TRU: 324, FAL: 96 | 0.7714286 | NA |
Distribution of values for agreeBC
4 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| agreeBC | logical | 4 | 0.990566 | TRU: 347, FAL: 73 | 0.8261905 | NA |
Distribution of values for agreeAB_percent
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| agreeAB_percent | numeric | 4 | 0.990566 | 0.82 | 0.82 | 0.82 | 0.8194774 | 0 | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA |
Distribution of values for agreeAC_percent
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| agreeAC_percent | numeric | 4 | 0.990566 | 0.77 | 0.77 | 0.77 | 0.7719715 | 0 | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA |
Distribution of values for agreeBC_percent
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| agreeBC_percent | numeric | 4 | 0.990566 | 0.83 | 0.83 | 0.83 | 0.8266033 | 0 | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA |
Distribution of values for agree_overall_percent
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| agree_overall_percent | numeric | 4 | 0.990566 | 0.81 | 0.81 | 0.81 | 0.8060174 | 0 | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA |
Distribution of values for initial_codes
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| initial_codes | character | 4 | 0.990566 | 2 | 0 | 2 | 3 | 0 | NA |
Distribution of values for highest_pair
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| highest_pair | character | 4 | 0.990566 | 1 | 0 | 2 | 2 | 0 | NA |
Distribution of values for third_rater
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| third_rater | character | 4 | 0.990566 | 1 | 0 | 1 | 1 | 0 | NA |
Distribution of values for followed_VGinstructions
4 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| followed_VGinstructions | character | 4 | 0.990566 | 2 | 0 | 2 | 3 | 0 | NA |
| name | label | data_type | ordered | value_labels | scale_item_names | n_missing | complete_rate | n_unique | empty | top_counts | count | min | median | max | mean | sd | whitespace | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| StartDate | Start Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 419 | NA | NA | NA | 2021-03-16 11:13:53 | 2021-03-17 13:10:41 | 2021-04-14 05:00:08 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| EndDate | End Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 423 | NA | NA | NA | 2021-03-16 11:27:03 | 2021-03-17 13:31:25 | 2021-04-14 05:24:11 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| Status | Response Type | haven_labelled | NA | 0. IP Address, 1. Survey Preview, 2. Survey Test, 4. Imported, 8. Spam, 9. Survey Preview Spam, 12. Imported Spam, 16. Offline, 17. Offline Survey Preview, 32. EX, 40. EX Spam, 48. EX Offline |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 0 | 0 | 0 | 0.0000000 | 0.0000000 | NA | 12 | <U+2581><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Progress | Progress | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 38.00 | 100.00 | 100.00 | 99.6462264 | 4.4325611 | NA | NA | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
| Duration_in_seconds | Duration (in seconds) | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 115.00 | 1191.50 | 3903.00 | 1331.9339623 | 522.3679811 | NA | NA | <U+2582><U+2587><U+2582><U+2581><U+2581> | F40.2 | 0 |
| Finished | Finished | haven_labelled | NA | 0. False, 1. True |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 0 | 1 | 1 | 0.9929245 | 0.0839167 | NA | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| RecordedDate | Recorded Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 421 | NA | NA | NA | 2021-03-16 11:27:04 | 2021-03-17 13:31:25 | 2021-04-14 05:24:11 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| ResponseId | Response ID | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 17 | NA | 17 | NA | NA | 0 | NA | NA | A50 | 0 |
| DistributionChannel | Distribution Channel | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 9 | NA | 9 | NA | NA | 0 | NA | NA | A255 | 0 |
| UserLanguage | User Language | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 2 | NA | 2 | NA | NA | 0 | NA | NA | A255 | 0 |
| Q_RecaptchaScore | Q_RecaptchaScore | numeric | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | NA | 0.30 | 1.00 | 1.00 | 0.9626190 | 0.0794239 | NA | NA | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
| Age | Age | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 18.00 | 22.00 | 59.00 | 24.6981132 | 7.0943254 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Race | NA | character | NA | NA | NA | 0 | 1.0000000 | 6 | 362 | NA | NA | 0 | NA | 57 | NA | NA | 0 | NA | NA | NA | NA |
| Race_1 | Race - Selected Choice American Indian, Indigenous Canadian, or Alaska Native | factor | FALSE | 1. American Indian, Indigenous Canadian, or Alaska Native | NA | 424 | 0.0000000 | 0 | NA | Ame: 0 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_4 | Race - Selected Choice Asian | factor | FALSE | 1. Asian | NA | 413 | 0.0259434 | 1 | NA | Asi: 11 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_2 | Race - Selected Choice Black | factor | FALSE | 1. Black | NA | 418 | 0.0141509 | 1 | NA | Bla: 6 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_7 | Race - Selected Choice Latino/Latina, Hispanic, Chicano, or Puerto Rican | factor | FALSE | 1. Latino/Latina, Hispanic, Chicano, or Puerto Rican | NA | 383 | 0.0966981 | 1 | NA | Lat: 41 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_8 | Race - Selected Choice Middle Eastern or North African | factor | FALSE | 1. Middle Eastern or North African | NA | 419 | 0.0117925 | 1 | NA | Mid: 5 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_5 | Race - Selected Choice Native Hawaiian or Pacific Islander | factor | FALSE | 1. Native Hawaiian or Pacific Islander | NA | 424 | 0.0000000 | 0 | NA | Nat: 0 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_3 | Race - Selected Choice White | factor | FALSE | 1. White | NA | 59 | 0.8608491 | 1 | NA | Whi: 365 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_6 | Race - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | NA | 413 | 0.0259434 | 1 | NA | Pre: 11 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_6_TEXT | Race - Prefer to self-describe - Text | factor | FALSE | 1. , 2. African European, 3. Caucasian, 4. Coloured, 5. European, 6. Italian, 7. Mediterranean, 8. Mediterranian, 9. Mexican, 10. Mixed white/black, 11. No classification, 12. Portuguese |
NA | 0 | 1.0000000 | 12 | NA | emp: 413, Afr: 1, Cau: 1, Col: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Relationship | Relationship Status - Selected Choice | haven_labelled | NA | 1. Single—not interested in dating, 2. Single—interested in dating, 3. Dating Casually, 4. Dating Exclusively, 5. Engaged, 6. Married, 7. Other (specify): |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 1 | 4 | 7 | 3.2382075 | 1.6452101 | NA | 7 | <U+2583><U+2587><U+2582><U+2587><U+2581><U+2582><U+2582><U+2581> | F40.0 | 0 |
| Relationship_7_TEXT | Relationship Status - Other (specify): - Text | character | NA | NA | NA | 0 | 1.0000000 | 11 | 413 | NA | NA | 0 | NA | 42 | NA | NA | 0 | NA | NA | A255 | 0 |
| Gender_Identity | NA | character | NA | NA | NA | 0 | 1.0000000 | 8 | 0 | NA | NA | 4 | NA | 59 | NA | NA | 0 | NA | NA | NA | NA |
| Gender_1 | Gender - Selected Choice Male | factor | FALSE | 1. Male | NA | 137 | 0.6768868 | 1 | NA | Mal: 287 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_2 | Gender - Selected Choice Female | factor | FALSE | 1. Female | NA | 289 | 0.3183962 | 1 | NA | Fem: 135 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_8 | Gender - Selected Choice Nonbinary | factor | FALSE | 1. Nonbinary | NA | 421 | 0.0070755 | 1 | NA | Non: 3 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_6 | Gender - Selected Choice Unsure | factor | FALSE | 1. Unsure | NA | 422 | 0.0047170 | 1 | NA | Uns: 2 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_7 | Gender - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | NA | 422 | 0.0047170 | 1 | NA | Pre: 2 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_7_TEXT | Gender - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Genderfluid, 3. there are only two genders |
NA | 0 | 1.0000000 | 3 | NA | emp: 422, Gen: 1, the: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Sexori | Sexual Orientation - Selected Choice | haven_labelled | NA | 1. Heterosexual, 2. Gay/lesbian, 3. Bisexual, 7. Asexual, 8. Pansexual, 5. Unsure, 6. Prefer to self-describe |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 1 | 1 | 8 | 1.5613208 | 1.4377597 | NA | 7 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Sexori_6_TEXT | Sexual Orientation - Prefer to self-describe - Text | character | NA | NA | NA | 0 | 1.0000000 | 4 | 421 | NA | NA | 0 | NA | 21 | NA | NA | 0 | NA | NA | A255 | 0 |
| T1_Heart_1 | T1 Heart | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.00 | 7.00 | 9.00 | 6.2806604 | 1.9591583 | NA | NA | <U+2581><U+2585><U+2582><U+2587><U+2587> | F40.2 | 0 |
| T1_Valence_1 | T1 Valence | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.00 | 6.00 | 9.00 | 5.9433962 | 1.9171008 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
| T1_Arousal_1 | T1 Arousal | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.00 | 4.00 | 9.00 | 4.1839623 | 1.7049857 | NA | NA | <U+2582><U+2587><U+2582><U+2583><U+2581> | F40.2 | 0 |
| T1_Dominance_1 | T1 Dominance | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.00 | 6.00 | 9.00 | 5.8773585 | 1.7049661 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2583> | F40.2 | 0 |
| timer_inst_First_Click | Timing - First Click | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 0.00 | 0.00 | 105.01 | 2.5123066 | 10.5701345 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| timer_inst_Last_Click | Timing - Last Click | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 0.00 | 0.00 | 105.59 | 3.0300118 | 10.9578125 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| timer_inst_Page_Submit | Timing - Page Submit | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.05 | 8.75 | 379.19 | 15.5112642 | 31.0596882 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| timer_inst_Click_Count | Timing - Click Count | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 0.00 | 0.00 | 13.00 | 0.5613208 | 1.5239659 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| surrogate_vg | Social surrogate game | character | NA | NA | NA | 0 | 1.0000000 | 217 | 0 | NA | NA | 3 | NA | 66 | NA | NA | 0 | NA | NA | A255 | 0 |
| nonsurrogate_vg | Non-social surrogate game | character | NA | NA | NA | 0 | 1.0000000 | 220 | 0 | NA | NA | 3 | NA | 154 | NA | NA | 0 | NA | NA | A255 | 0 |
| Rejection_Essay | Write about a time you felt rejected by a close other | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 2000 | NA | NA | 0 | NA | NA | A255 | 0 |
| Rejection_Timer_First_Click | Timing - First Click | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 0.54 | 35.42 | 1035.77 | 64.4555190 | 107.1393426 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Last_Click | Timing - Last Click | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 18.30 | 202.87 | 1260.13 | 212.9369242 | 169.2123541 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Page_Submit | Timing - Page Submit | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 188.32 | 256.95 | 1436.84 | 306.4743531 | 150.4319417 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Click_Count | Timing - Click Count | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 2.00 | 6.00 | 54.00 | 9.0023697 | 8.7527393 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| NonSurrogacy_Essay | Write about the Non-Social Surrogacy Game | character | NA | NA | NA | 0 | 1.0000000 | 206 | 219 | NA | NA | 0 | NA | 1005 | NA | NA | 0 | NA | NA | A255 | 0 |
| Surrogacy_Essay | Write about the Social Surrogacy Game | character | NA | NA | NA | 0 | 1.0000000 | 218 | 207 | NA | NA | 0 | NA | 1870 | NA | NA | 0 | NA | NA | A255 | 0 |
| VG_Essay_Timer_First_Click | Timing - First Click | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 0.17 | 19.42 | 541.32 | 37.5858863 | 60.0325631 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| VG_Essay_Timer_Last_Click | Timing - Last Click | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 5.55 | 182.10 | 922.12 | 176.8448412 | 149.5886205 | NA | NA | <U+2587><U+2586><U+2581><U+2581><U+2581> | F40.2 | 0 |
| VG_Essay_Timer_Page_Submit | Timing - Page Submit | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 88.64 | 227.78 | 1057.38 | 268.7417488 | 116.2416391 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| VG_Essay_Timer_Click_Count | Timing - Click Count | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 2.00 | 5.00 | 54.00 | 7.7156398 | 7.4604065 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| T2_Heart_1 | T2 Heart | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 1.00 | 7.00 | 9.00 | 6.3554502 | 1.8867474 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2586> | F40.2 | 0 |
| T2_Valence_1 | T2 Valence | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 1.00 | 6.00 | 9.00 | 6.2322275 | 1.8034288 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
| T2_Arousal_1 | T2 Arousal | numeric | NA | NA | NA | 3 | 0.9929245 | NA | NA | NA | NA | 1.00 | 5.00 | 9.00 | 4.8741093 | 1.9063352 | NA | NA | <U+2582><U+2587><U+2583><U+2586><U+2582> | F40.2 | 0 |
| T2_Dominance_1 | T2 Dominance | numeric | NA | NA | NA | 2 | 0.9952830 | NA | NA | NA | NA | 1.00 | 6.00 | 9.00 | 6.1303318 | 1.6540684 | NA | NA | <U+2581><U+2582><U+2582><U+2587><U+2583> | F40.2 | 0 |
| Interact_with_NPC | Did you interact with an NPC? | haven_labelled | NA | 1. Yes, 2. No |
NA | 2 | 0.9952830 | NA | NA | NA | NA | 1 | 1 | 2 | 1.4123223 | 0.4928369 | NA | 2 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| IOS | IOS with an NPC | haven_labelled | NA | 0. 0, 1. 1, 2. 2, 3. 3, 4. 4, 5. 5, 6. 6 |
NA | 176 | 0.5849057 | NA | NA | NA | NA | 0 | 3 | 6 | 2.9919355 | 1.7401939 | NA | 7 | <U+2583><U+2586><U+2587><U+2587><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| PSI_1 | PSI - I carefully followed the behavior of the non-player characters in the game. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 176 | 0.5849057 | NA | NA | NA | NA | 0 | 3 | 4 | 2.3629032 | 1.2128507 | NA | 5 | <U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_2R | PSI - I hardly thought about why the non-player characters in the game did certain things they did. | haven_labelled | NA | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
NA | 178 | 0.5801887 | NA | NA | NA | NA | 0 | 2 | 4 | 2.1910569 | 1.2745873 | NA | 5 | <U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_3 | PSI - I kept wondering if I knew persons that are similar to the non-player characters in the game. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 178 | 0.5801887 | NA | NA | NA | NA | 0 | 1 | 4 | 1.6016260 | 1.3567057 | NA | 5 | <U+2587><U+2586><U+2581><U+2585><U+2581><U+2586><U+2581><U+2583> | F40.0 | 0 |
| PSI_4 | PSI - I became aware of aspects of the non-player characters in the game that I really liked or disliked. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 178 | 0.5801887 | NA | NA | NA | NA | 0 | 3 | 4 | 2.5447154 | 1.1901091 | NA | 5 | <U+2582><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_5 | PSI - I kept asking myself how things would evolve around the non-player characters in the game. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 178 | 0.5801887 | NA | NA | NA | NA | 0 | 3 | 4 | 2.4349593 | 1.3589602 | NA | 5 | <U+2583><U+2583><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_6 | PSI - Occasionally, I wondered if the non-player characters in the game were similar to me or not. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 2 | 4 | 1.8259109 | 1.3089967 | NA | 5 | <U+2587><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
| PSI_7 | PSI - Sometimes I really loved the non-player characters in the game for what they did. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 3 | 4 | 2.6963563 | 1.2333884 | NA | 5 | <U+2582><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_8 | PSI - If the non-player characters in the game felt bad, I felt bad as well; if the non-player characters in the game felt good, I felt good as well. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 2 | 4 | 1.9028340 | 1.3307923 | NA | 5 | <U+2587><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
| PSI_9R | PSI - The non-player characters in the game left me rather sober and unaffected. | haven_labelled | NA | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 3 | 4 | 2.5020243 | 1.2025532 | NA | 5 | <U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586> | F40.0 | 0 |
| PSI_10R | PSI - Whatever the non-player characters in the game said or did—I kept still. | haven_labelled | NA | 4. 0 Not at all, 3. 1, 2. 2, 1. 3, 0. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 2 | 4 | 2.2550607 | 1.1278643 | NA | 5 | <U+2582><U+2585><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583> | F40.0 | 0 |
| PSI_11 | PSI - Occasionally, I said something to the non-player characters in the game on impulse. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 177 | 0.5825472 | NA | NA | NA | NA | 0 | 2 | 4 | 1.9514170 | 1.3960120 | NA | 5 | <U+2586><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585> | F40.0 | 0 |
| PSI_12 | PSI - Sometimes I felt like speaking out on the non-player characters in the game. | haven_labelled | NA | 0. 0 Not at all, 1. 1, 2. 2, 3. 3, 4. 4 Very much |
NA | 178 | 0.5801887 | NA | NA | NA | NA | 0 | 2 | 4 | 1.9390244 | 1.2553321 | NA | 5 | <U+2585><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583> | F40.0 | 0 |
| Single_Immersion | While playing the game, I felt completely immersed. | haven_labelled | NA | -3. Strongly disagree -3, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. Strongly agree 3 |
NA | 2 | 0.9952830 | NA | NA | NA | NA | -3 | 2 | 3 | 1.8554502 | 1.2969748 | NA | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587><U+2587> | F40.0 | 0 |
| Narrative_Engagement_1R | NE - At points, I had a hard time making sense of what was going on in the game. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -3 | 1 | 3 | 0.7719715 | 1.7849298 | NA | 7 | <U+2581><U+2583><U+2587><U+2583><U+2581><U+2586><U+2587><U+2587> | F40.0 | 0 |
| Narrative_Engagement_2R | NE - I had a hard time recognizing the thread of the story in the game. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 4 | 0.9905660 | NA | NA | NA | NA | -3 | 2 | 3 | 1.2119048 | 1.6910127 | NA | 7 | <U+2581><U+2581><U+2583><U+2583><U+2581><U+2583><U+2586><U+2587> | F40.0 | 0 |
| Narrative_Engagement_3R | NE - I found my mind wandering while I played the game. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 6 | 0.9858491 | NA | NA | NA | NA | -3 | 0 | 3 | 0.2846890 | 1.8199020 | NA | 7 | <U+2582><U+2585><U+2587><U+2583><U+2581><U+2585><U+2586><U+2585> | F40.0 | 0 |
| Narrative_Engagement_4R | NE - While I was playing the game, I found myself thinking about other things. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 5 | 0.9882075 | NA | NA | NA | NA | -3 | 1 | 3 | 0.4749403 | 1.7706315 | NA | 7 | <U+2582><U+2585><U+2587><U+2585><U+2581><U+2587><U+2587><U+2586> | F40.0 | 0 |
| Narrative_Engagement_5R | NE - I had a hard time keeping my mind on the game while I played. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 6 | 0.9858491 | NA | NA | NA | NA | -3 | 2 | 3 | 1.4162679 | 1.5185262 | NA | 7 | <U+2581><U+2581><U+2582><U+2583><U+2581><U+2585><U+2587><U+2587> | F40.0 | 0 |
| Narrative_Engagement_6 | NE - While playing, my body was in the room, but my mind was inside the world created by the game. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 5 | 0.9882075 | NA | NA | NA | NA | -3 | 1 | 3 | 0.9856802 | 1.7688926 | NA | 7 | <U+2582><U+2582><U+2582><U+2582><U+2581><U+2586><U+2587><U+2586> | F40.0 | 0 |
| Narrative_Engagement_7 | NE - The game created a new world, and then that world suddenly disappeared when I stopped playing the game. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 5 | 0.9882075 | NA | NA | NA | NA | -3 | 0 | 3 | 0.1408115 | 1.8121679 | NA | 7 | <U+2585><U+2583><U+2585><U+2586><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| Narrative_Engagement_8 | NE - At times during the gameplay, the world of the video game was closer to me than the real world. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 5 | 0.9882075 | NA | NA | NA | NA | -3 | 0 | 3 | -0.1097852 | 1.9324414 | NA | 7 | <U+2586><U+2586><U+2586><U+2585><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| Narrative_Engagement_9 | NE - The gameplay affected me emotionally. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 5 | 0.9882075 | NA | NA | NA | NA | -3 | 1 | 3 | 0.2744630 | 1.9253017 | NA | 7 | <U+2583><U+2583><U+2582><U+2583><U+2581><U+2587><U+2585><U+2583> | F40.0 | 0 |
| OTF_Social_World_1 | OTF Social World - The video game presented stories that I immersed myself in | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -3 | 1 | 3 | 0.2137767 | 2.1183777 | NA | 7 | <U+2587><U+2583><U+2583><U+2585><U+2581><U+2587><U+2587><U+2586> | F40.0 | 0 |
| OTF_Social_World_2 | OTF Social World - The video game presented another social world where I felt like I belonged | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 4 | 0.9905660 | NA | NA | NA | NA | -3 | 0 | 3 | -0.4190476 | 1.9309362 | NA | 7 | <U+2587><U+2585><U+2585><U+2585><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_3 | OTF Social World - The video game had a social narrative that told an engaging story | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 4 | 0.9905660 | NA | NA | NA | NA | -3 | 1 | 3 | 0.0333333 | 2.1757688 | NA | 7 | <U+2587><U+2583><U+2582><U+2583><U+2581><U+2586><U+2587><U+2585> | F40.0 | 0 |
| OTF_Social_World_4 | OTF Social World - I found myself getting “lost” in the game’s story | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 4 | 0.9905660 | NA | NA | NA | NA | -3 | 0 | 3 | -0.2214286 | 2.0462476 | NA | 7 | <U+2587><U+2585><U+2583><U+2583><U+2581><U+2587><U+2586><U+2583> | F40.0 | 0 |
| Enjoyment_1 | Enjoyment - I think the game is fun. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -2 | 3 | 3 | 2.5653207 | 0.7550681 | NA | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_2 | Enjoyment - I enjoy playing the game. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -2 | 3 | 3 | 2.5961995 | 0.7259705 | NA | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_3R | Enjoyment - I feel bored while playing the game. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -3 | 2 | 3 | 1.8764846 | 1.2436287 | NA | 7 | <U+2581><U+2581><U+2581><U+2582><U+2581><U+2583><U+2586><U+2587> | F40.0 | 0 |
| Enjoyment_4 | Enjoyment - I am likely to recommend this game to others. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -3 | 3 | 3 | 2.2945368 | 1.0595118 | NA | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2582><U+2583><U+2587> | F40.0 | 0 |
| Enjoyment_5 | Enjoyment - If given the chance, I want to play this game again. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 3 | 0.9929245 | NA | NA | NA | NA | -3 | 3 | 3 | 2.1520190 | 1.2308251 | NA | 7 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2582><U+2583><U+2587> | F40.0 | 0 |
| VG_When_Played | When did you play the game? | character | NA | NA | NA | 0 | 1.0000000 | 177 | 3 | NA | NA | 0 | NA | 73 | NA | NA | 0 | NA | NA | A255 | 0 |
| VG_Freqency | How frequently and how long did you play the game? | character | NA | NA | NA | 0 | 1.0000000 | 369 | 3 | NA | NA | 0 | NA | 190 | NA | NA | 0 | NA | NA | A255 | 0 |
| Attention_Rejection | What did you write in the first essay? | haven_labelled | NA | 1. about a time I felt rejected, 2. about a time I felt accepted, 3. about my morning yesterday |
NA | 3 | 0.9929245 | NA | NA | NA | NA | 1 | 1 | 3 | 1.0213777 | 0.1746261 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Attention_VG | What did you write in the second essay? | haven_labelled | NA | 1. ${q://QID3/ChoiceTextEntryValue}, 2. ${q://QID4/ChoiceTextEntryValue}, 3. unsure |
NA | 3 | 0.9929245 | NA | NA | NA | NA | 1 | 1 | 3 | 1.4916865 | 0.5052602 | NA | 3 | <U+2587><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Study_Purpose | Did you wonder about the purposes? | character | NA | NA | NA | 0 | 1.0000000 | 353 | 37 | NA | NA | 0 | NA | 385 | NA | NA | 0 | NA | NA | A255 | 0 |
| Share_Anything | Is there anything you’d like to share? | character | NA | NA | NA | 0 | 1.0000000 | 243 | 130 | NA | NA | 0 | NA | 515 | NA | NA | 0 | NA | NA | A255 | 0 |
| STUDY_ID | STUDY_ID | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| SESSION_ID | SESSION_ID | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| attention_rejection_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 414, FAL: 10 | NA | NA | NA | 0.9764151 | NA | NA | NA | NA | NA | NA |
| attention_VGessay_correct | attention_VGessay_correct | character | NA | NA | NA | 0 | 1.0000000 | 2 | 0 | NA | NA | 4 | NA | 5 | NA | NA | 0 | NA | NA | A255 | 0 |
| attention_all_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 409, FAL: 15 | NA | NA | NA | 0.9646226 | NA | NA | NA | NA | NA | NA |
| debug | debug | character | NA | NA | NA | 0 | 1.0000000 | 1 | 424 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| debug_condition | debug_condition | character | NA | NA | NA | 0 | 1.0000000 | 1 | 424 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_consent_submit | t_consent_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_age_submit | t_age_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 1 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_race_submit | t_race_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_relationship_submit | t_relationship_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_gender_submit | t_gender_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_sexori_submit | t_sexori_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Heart_submit | t_T1Heart_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Valence_submit | t_T1Valence_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Arousal_submit | t_T1Arousal_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Dominance_submit | t_T1Dominance_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_vgInst_submit | t_vgInst_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_videoGameNomination_submit | t_videoGameNomination_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_rejectionEssayIntro_submit | t_rejectionEssayIntro_submit | character | NA | NA | NA | 0 | 1.0000000 | 424 | 1 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_rejectionEssay_submit | t_rejectionEssay_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_surrogacyEssayIntro_submit | t_surrogacyEssayIntro_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_surrogacyEssay_submit | t_surrogacyEssay_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Heart_submit | t_T2Heart_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Valence_submit | t_T2Valence_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Arousal_submit | t_T2Arousal_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Dominance_submit | t_T2Dominance_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_intractCharacters_submit | t_intractCharacters_submit | character | NA | NA | NA | 0 | 1.0000000 | 423 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_IOS_submit | t_IOS_submit | character | NA | NA | NA | 0 | 1.0000000 | 251 | 174 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_PSI_submit | t_PSI_submit | character | NA | NA | NA | 0 | 1.0000000 | 250 | 175 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_singleImmersion_submit | t_singleImmersion_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_narrativeEngagement_submit | t_narrativeEngagement_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_otfSocialWorld_submit | t_otfSocialWorld_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_enjoyment_submit | t_enjoyment_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_frequency_submit | t_frequency_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_attentionRejection_submit | t_attentionRejection_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_attentionVideoGame_submit | t_attentionVideoGame_submit | character | NA | NA | NA | 0 | 1.0000000 | 422 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_debriefingInfo_submit | t_debriefingInfo_submit | character | NA | NA | NA | 0 | 1.0000000 | 1 | 424 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| essay_condition | NA | character | NA | NA | NA | 0 | 1.0000000 | 2 | 0 | NA | NA | 16 | NA | 20 | NA | NA | 0 | NA | NA | NA | NA |
| target_game_name | target_game_name | character | NA | NA | NA | 0 | 1.0000000 | 255 | 0 | NA | NA | 3 | NA | 154 | NA | NA | 0 | NA | NA | A255 | 0 |
| Note | Note | character | NA | NA | NA | 0 | 1.0000000 | 2 | 423 | NA | NA | 0 | NA | 100 | NA | NA | 0 | NA | NA | A255 | 0 |
| PID | NA | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 1.00 | 212.50 | 424.00 | 212.5000000 | 122.5425096 | NA | NA | <U+2587><U+2587><U+2587><U+2587><U+2587> | NA | NA |
| PSI | 12 PSI items aggregated by rowMeans | numeric | NA | NA | PSI_1, PSI_2R, PSI_3, PSI_4, PSI_5, PSI_6, PSI_7, PSI_8, PSI_9R, PSI_10R, PSI_11, PSI_12 | 179 | 0.5778302 | NA | NA | NA | NA | 0.17 | 2.33 | 3.50 | 2.1833333 | 0.7155729 | NA | NA | <U+2581><U+2583><U+2586><U+2587><U+2583> | NA | NA |
| Narrative_Engagement | 9 Narrative_Engagement items aggregated by rowMeans | numeric | NA | NA | Narrative_Engagement_1R, Narrative_Engagement_2R, Narrative_Engagement_3R, Narrative_Engagement_4R, Narrative_Engagement_5R, Narrative_Engagement_6, Narrative_Engagement_7, Narrative_Engagement_8, Narrative_Engagement_9 | 6 | 0.9858491 | NA | NA | NA | NA | -1.78 | 0.61 | 3.00 | 0.6087188 | 0.8739808 | NA | NA | <U+2581><U+2586><U+2587><U+2586><U+2581> | NA | NA |
| OTF_Social_World | 4 OTF_Social_World items aggregated by rowMeans | numeric | NA | NA | OTF_Social_World_1, OTF_Social_World_2, OTF_Social_World_3, OTF_Social_World_4 | 4 | 0.9905660 | NA | NA | NA | NA | -3.00 | 0.25 | 3.00 | -0.1000000 | 1.7776456 | NA | NA | <U+2586><U+2583><U+2586><U+2587><U+2583> | NA | NA |
| Enjoyment | 5 Enjoyment items aggregated by rowMeans | numeric | NA | NA | Enjoyment_1, Enjoyment_2, Enjoyment_3R, Enjoyment_4, Enjoyment_5 | 3 | 0.9929245 | NA | NA | NA | NA | -2.40 | 2.60 | 3.00 | 2.2969121 | 0.7878331 | NA | NA | <U+2581><U+2581><U+2581><U+2582><U+2587> | NA | NA |
| essay_condition_title | NA | character | NA | NA | NA | 0 | 1.0000000 | 2 | 0 | NA | NA | 16 | NA | 20 | NA | NA | 0 | NA | NA | NA | NA |
| Gender_Identity_3GP | NA | character | NA | NA | NA | 0 | 1.0000000 | 3 | 0 | NA | NA | 4 | NA | 6 | NA | NA | 0 | NA | NA | NA | NA |
| Race_8GP | NA | character | NA | NA | NA | 0 | 1.0000000 | 5 | 0 | NA | NA | 5 | NA | 49 | NA | NA | 0 | NA | NA | NA | NA |
| parasocial_MC_group | NA | factor | TRUE | 1. No Interaction with NPC, 2. No Parasocial Relationship with NPC, 3. Formed Parasocial Relationship with NPC |
NA | 2 | 0.9952830 | 3 | NA | For: 226, No : 174, No : 22 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| attention_VG_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 414, FAL: 10 | NA | NA | NA | 0.9764151 | NA | NA | NA | NA | NA | NA |
| A | NA | character | NA | NA | NA | 4 | 0.9905660 | 2 | 0 | NA | NA | 2 | NA | 3 | NA | NA | 0 | NA | NA | NA | NA |
| B | NA | character | NA | NA | NA | 4 | 0.9905660 | 3 | 0 | NA | NA | 2 | NA | 3 | NA | NA | 0 | NA | NA | NA | NA |
| C | NA | character | NA | NA | NA | 4 | 0.9905660 | 2 | 0 | NA | NA | 2 | NA | 3 | NA | NA | 0 | NA | NA | NA | NA |
| agreeAB | NA | logical | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | TRU: 344, FAL: 76 | NA | NA | NA | 0.8190476 | NA | NA | NA | NA | NA | NA |
| agreeAC | NA | logical | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | TRU: 324, FAL: 96 | NA | NA | NA | 0.7714286 | NA | NA | NA | NA | NA | NA |
| agreeBC | NA | logical | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | TRU: 347, FAL: 73 | NA | NA | NA | 0.8261905 | NA | NA | NA | NA | NA | NA |
| agreeAB_percent | NA | numeric | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | NA | 0.82 | 0.82 | 0.82 | 0.8194774 | 0.0000000 | NA | NA | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA | NA |
| agreeAC_percent | NA | numeric | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | NA | 0.77 | 0.77 | 0.77 | 0.7719715 | 0.0000000 | NA | NA | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA | NA |
| agreeBC_percent | NA | numeric | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | NA | 0.83 | 0.83 | 0.83 | 0.8266033 | 0.0000000 | NA | NA | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA | NA |
| agree_overall_percent | NA | numeric | NA | NA | NA | 4 | 0.9905660 | NA | NA | NA | NA | 0.81 | 0.81 | 0.81 | 0.8060174 | 0.0000000 | NA | NA | <U+2581><U+2581><U+2587><U+2581><U+2581> | NA | NA |
| initial_codes | NA | character | NA | NA | NA | 4 | 0.9905660 | 2 | 0 | NA | NA | 2 | NA | 3 | NA | NA | 0 | NA | NA | NA | NA |
| highest_pair | NA | character | NA | NA | NA | 4 | 0.9905660 | 1 | 0 | NA | NA | 2 | NA | 2 | NA | NA | 0 | NA | NA | NA | NA |
| third_rater | NA | character | NA | NA | NA | 4 | 0.9905660 | 1 | 0 | NA | NA | 1 | NA | 1 | NA | NA | 0 | NA | NA | NA | NA |
| followed_VGinstructions | NA | character | NA | NA | NA | 4 | 0.9905660 | 2 | 0 | NA | NA | 2 | NA | 3 | NA | NA | 0 | NA | NA | NA | NA |
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "Nami Sunami's Dissertation - Study 2",
"description": "\n\n### Download link\n[Open Science Framework](https://osf.io/XXXXX)\n\n### Preprocessing\nAll rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.\n\nVariables are labeled in SPSS. \n\n### A list of important abbreviations, prefixes and suffixes:\n\n* PSI = Parasocial Interaction \n* PC = Player Character\n\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
"identifier": "https://osf.io/jvk3u/",
"datePublished": "2015-10-07",
"creator": {
"@type": "Person",
"givenName": "Nami",
"familyName": "Sunami",
"email": "naoyuki.sunami@gmail.com",
"affiliation": {
"@type": "Organization",
"name": "University of Delaware, USA"
}
},
"citation": "XXXXXXXXX",
"url": "https://osf.io/XXXXXXXX/",
"temporalCoverage": "2021",
"spatialCoverage": "Delaware, United States\n# Distribution",
"distribution": [
{
"@type": "DataDownload",
"requiresSubscription": "http://schema.org/True",
"encodingFormat": "https://www.loc.gov/preservation/digital/formats/fdd/fdd000469.shtml",
"contentUrl": "https://osf.io/XXXX/download"
}
],
"keywords": ["StartDate", "EndDate", "Status", "Progress", "Duration__in_seconds_", "Finished", "RecordedDate", "ResponseId", "DistributionChannel", "UserLanguage", "Q_RecaptchaScore", "Age", "Race", "Race_1", "Race_4", "Race_2", "Race_7", "Race_8", "Race_5", "Race_3", "Race_6", "Race_6_TEXT", "Relationship", "Relationship_7_TEXT", "Gender_Identity", "Gender_1", "Gender_2", "Gender_8", "Gender_6", "Gender_7", "Gender_7_TEXT", "Sexori", "Sexori_6_TEXT", "T1_Heart_1", "T1_Valence_1", "T1_Arousal_1", "T1_Dominance_1", "timer_inst_First_Click", "timer_inst_Last_Click", "timer_inst_Page_Submit", "timer_inst_Click_Count", "surrogate_vg", "nonsurrogate_vg", "Rejection_Essay", "Rejection_Timer_First_Click", "Rejection_Timer_Last_Click", "Rejection_Timer_Page_Submit", "Rejection_Timer_Click_Count", "NonSurrogacy_Essay", "Surrogacy_Essay", "VG_Essay_Timer_First_Click", "VG_Essay_Timer_Last_Click", "VG_Essay_Timer_Page_Submit", "VG_Essay_Timer_Click_Count", "T2_Heart_1", "T2_Valence_1", "T2_Arousal_1", "T2_Dominance_1", "Interact_with_NPC", "IOS", "PSI_1", "PSI_2R", "PSI_3", "PSI_4", "PSI_5", "PSI_6", "PSI_7", "PSI_8", "PSI_9R", "PSI_10R", "PSI_11", "PSI_12", "Single_Immersion", "Narrative_Engagement_1R", "Narrative_Engagement_2R", "Narrative_Engagement_3R", "Narrative_Engagement_4R", "Narrative_Engagement_5R", "Narrative_Engagement_6", "Narrative_Engagement_7", "Narrative_Engagement_8", "Narrative_Engagement_9", "OTF_Social_World_1", "OTF_Social_World_2", "OTF_Social_World_3", "OTF_Social_World_4", "Enjoyment_1", "Enjoyment_2", "Enjoyment_3R", "Enjoyment_4", "Enjoyment_5", "VG_When_Played", "VG_Freqency", "Attention_Rejection", "Attention_VG", "Study_Purpose", "Share_Anything", "STUDY_ID", "SESSION_ID", "attention_rejection_correct", "attention_VGessay_correct", "attention_all_correct", "debug", "debug_condition", "t_consent_submit", "t_age_submit", "t_race_submit", "t_relationship_submit", "t_gender_submit", "t_sexori_submit", "t_T1Heart_submit", "t_T1Valence_submit", "t_T1Arousal_submit", "t_T1Dominance_submit", "t_vgInst_submit", "t_videoGameNomination_submit", "t_rejectionEssayIntro_submit", "t_rejectionEssay_submit", "t_surrogacyEssayIntro_submit", "t_surrogacyEssay_submit", "t_T2Heart_submit", "t_T2Valence_submit", "t_T2Arousal_submit", "t_T2Dominance_submit", "t_intractCharacters_submit", "t_IOS_submit", "t_PSI_submit", "t_singleImmersion_submit", "t_narrativeEngagement_submit", "t_otfSocialWorld_submit", "t_enjoyment_submit", "t_frequency_submit", "t_attentionRejection_submit", "t_attentionVideoGame_submit", "t_debriefingInfo_submit", "essay_condition", "target_game_name", "Note", "PID", "PSI", "Narrative_Engagement", "OTF_Social_World", "Enjoyment", "essay_condition_title", "Gender_Identity_3GP", "Race_8GP", "parasocial_MC_group", "attention_VG_correct", "A", "B", "C", "agreeAB", "agreeAC", "agreeBC", "agreeAB_percent", "agreeAC_percent", "agreeBC_percent", "agree_overall_percent", "initial_codes", "highest_pair", "third_rater", "followed_VGinstructions"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "StartDate",
"description": "Start Date",
"@type": "propertyValue"
},
{
"name": "EndDate",
"description": "End Date",
"@type": "propertyValue"
},
{
"name": "Status",
"description": "Response Type",
"value": "0. IP Address,\n1. Survey Preview,\n2. Survey Test,\n4. Imported,\n8. Spam,\n9. Survey Preview Spam,\n12. Imported Spam,\n16. Offline,\n17. Offline Survey Preview,\n32. EX,\n40. EX Spam,\n48. EX Offline",
"maxValue": 48,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "Progress",
"description": "Progress",
"@type": "propertyValue"
},
{
"name": "Duration__in_seconds_",
"description": "Duration (in seconds)",
"@type": "propertyValue"
},
{
"name": "Finished",
"description": "Finished",
"value": "0. False,\n1. True",
"maxValue": 1,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "RecordedDate",
"description": "Recorded Date",
"@type": "propertyValue"
},
{
"name": "ResponseId",
"description": "Response ID",
"@type": "propertyValue"
},
{
"name": "DistributionChannel",
"description": "Distribution Channel",
"@type": "propertyValue"
},
{
"name": "UserLanguage",
"description": "User Language",
"@type": "propertyValue"
},
{
"name": "Q_RecaptchaScore",
"description": "Q_RecaptchaScore",
"@type": "propertyValue"
},
{
"name": "Age",
"description": "Age",
"@type": "propertyValue"
},
{
"name": "Race",
"@type": "propertyValue"
},
{
"name": "Race_1",
"description": "Race - Selected Choice American Indian, Indigenous Canadian, or Alaska Native",
"value": "1. American Indian, Indigenous Canadian, or Alaska Native",
"@type": "propertyValue"
},
{
"name": "Race_4",
"description": "Race - Selected Choice Asian",
"value": "1. Asian",
"@type": "propertyValue"
},
{
"name": "Race_2",
"description": "Race - Selected Choice Black",
"value": "1. Black",
"@type": "propertyValue"
},
{
"name": "Race_7",
"description": "Race - Selected Choice Latino/Latina, Hispanic, Chicano, or Puerto Rican",
"value": "1. Latino/Latina, Hispanic, Chicano, or Puerto Rican",
"@type": "propertyValue"
},
{
"name": "Race_8",
"description": "Race - Selected Choice Middle Eastern or North African",
"value": "1. Middle Eastern or North African",
"@type": "propertyValue"
},
{
"name": "Race_5",
"description": "Race - Selected Choice Native Hawaiian or Pacific Islander",
"value": "1. Native Hawaiian or Pacific Islander",
"@type": "propertyValue"
},
{
"name": "Race_3",
"description": "Race - Selected Choice White",
"value": "1. White",
"@type": "propertyValue"
},
{
"name": "Race_6",
"description": "Race - Selected Choice Prefer to self-describe",
"value": "1. Prefer to self-describe",
"@type": "propertyValue"
},
{
"name": "Race_6_TEXT",
"description": "Race - Prefer to self-describe - Text",
"value": "1. ,\n2. African European,\n3. Caucasian,\n4. Coloured,\n5. European,\n6. Italian,\n7. Mediterranean,\n8. Mediterranian,\n9. Mexican,\n10. Mixed white/black,\n11. No classification,\n12. Portuguese",
"@type": "propertyValue"
},
{
"name": "Relationship",
"description": "Relationship Status - Selected Choice",
"value": "1. Single—not interested in dating,\n2. Single—interested in dating,\n3. Dating Casually,\n4. Dating Exclusively,\n5. Engaged,\n6. Married,\n7. Other (specify):",
"maxValue": 7,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Relationship_7_TEXT",
"description": "Relationship Status - Other (specify): - Text",
"@type": "propertyValue"
},
{
"name": "Gender_Identity",
"@type": "propertyValue"
},
{
"name": "Gender_1",
"description": "Gender - Selected Choice Male",
"value": "1. Male",
"@type": "propertyValue"
},
{
"name": "Gender_2",
"description": "Gender - Selected Choice Female",
"value": "1. Female",
"@type": "propertyValue"
},
{
"name": "Gender_8",
"description": "Gender - Selected Choice Nonbinary",
"value": "1. Nonbinary",
"@type": "propertyValue"
},
{
"name": "Gender_6",
"description": "Gender - Selected Choice Unsure",
"value": "1. Unsure",
"@type": "propertyValue"
},
{
"name": "Gender_7",
"description": "Gender - Selected Choice Prefer to self-describe",
"value": "1. Prefer to self-describe",
"@type": "propertyValue"
},
{
"name": "Gender_7_TEXT",
"description": "Gender - Prefer to self-describe - Text",
"value": "1. ,\n2. Genderfluid,\n3. there are only two genders",
"@type": "propertyValue"
},
{
"name": "Sexori",
"description": "Sexual Orientation - Selected Choice",
"value": "1. Heterosexual,\n2. Gay/lesbian,\n3. Bisexual,\n7. Asexual,\n8. Pansexual,\n5. Unsure,\n6. Prefer to self-describe",
"maxValue": 8,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Sexori_6_TEXT",
"description": "Sexual Orientation - Prefer to self-describe - Text",
"@type": "propertyValue"
},
{
"name": "T1_Heart_1",
"description": "T1 Heart",
"@type": "propertyValue"
},
{
"name": "T1_Valence_1",
"description": "T1 Valence",
"@type": "propertyValue"
},
{
"name": "T1_Arousal_1",
"description": "T1 Arousal",
"@type": "propertyValue"
},
{
"name": "T1_Dominance_1",
"description": "T1 Dominance",
"@type": "propertyValue"
},
{
"name": "timer_inst_First_Click",
"description": "Timing - First Click",
"@type": "propertyValue"
},
{
"name": "timer_inst_Last_Click",
"description": "Timing - Last Click",
"@type": "propertyValue"
},
{
"name": "timer_inst_Page_Submit",
"description": "Timing - Page Submit",
"@type": "propertyValue"
},
{
"name": "timer_inst_Click_Count",
"description": "Timing - Click Count",
"@type": "propertyValue"
},
{
"name": "surrogate_vg",
"description": "Social surrogate game",
"@type": "propertyValue"
},
{
"name": "nonsurrogate_vg",
"description": "Non-social surrogate game",
"@type": "propertyValue"
},
{
"name": "Rejection_Essay",
"description": "Write about a time you felt rejected by a close other",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_First_Click",
"description": "Timing - First Click",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Last_Click",
"description": "Timing - Last Click",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Page_Submit",
"description": "Timing - Page Submit",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Click_Count",
"description": "Timing - Click Count",
"@type": "propertyValue"
},
{
"name": "NonSurrogacy_Essay",
"description": "Write about the Non-Social Surrogacy Game",
"@type": "propertyValue"
},
{
"name": "Surrogacy_Essay",
"description": "Write about the Social Surrogacy Game",
"@type": "propertyValue"
},
{
"name": "VG_Essay_Timer_First_Click",
"description": "Timing - First Click",
"@type": "propertyValue"
},
{
"name": "VG_Essay_Timer_Last_Click",
"description": "Timing - Last Click",
"@type": "propertyValue"
},
{
"name": "VG_Essay_Timer_Page_Submit",
"description": "Timing - Page Submit",
"@type": "propertyValue"
},
{
"name": "VG_Essay_Timer_Click_Count",
"description": "Timing - Click Count",
"@type": "propertyValue"
},
{
"name": "T2_Heart_1",
"description": "T2 Heart",
"@type": "propertyValue"
},
{
"name": "T2_Valence_1",
"description": "T2 Valence",
"@type": "propertyValue"
},
{
"name": "T2_Arousal_1",
"description": "T2 Arousal",
"@type": "propertyValue"
},
{
"name": "T2_Dominance_1",
"description": "T2 Dominance",
"@type": "propertyValue"
},
{
"name": "Interact_with_NPC",
"description": "Did you interact with an NPC?",
"value": "1. Yes,\n2. No",
"maxValue": 2,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "IOS",
"description": "IOS with an NPC",
"value": "0. 0,\n1. 1,\n2. 2,\n3. 3,\n4. 4,\n5. 5,\n6. 6",
"maxValue": 6,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_1",
"description": "PSI - I carefully followed the behavior of the non-player characters in the game.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_2R",
"description": "PSI - I hardly thought about why the non-player characters in the game did certain things they did.",
"value": "4. 0 Not at all,\n3. 1,\n2. 2,\n1. 3,\n0. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_3",
"description": "PSI - I kept wondering if I knew persons that are similar to the non-player characters in the game.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_4",
"description": "PSI - I became aware of aspects of the non-player characters in the game that I really liked or disliked.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_5",
"description": "PSI - I kept asking myself how things would evolve around the non-player characters in the game.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_6",
"description": "PSI - Occasionally, I wondered if the non-player characters in the game were similar to me or not.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_7",
"description": "PSI - Sometimes I really loved the non-player characters in the game for what they did.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_8",
"description": "PSI - If the non-player characters in the game felt bad, I felt bad as well; if the non-player characters in the game felt good, I felt good as well.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_9R",
"description": "PSI - The non-player characters in the game left me rather sober and unaffected.",
"value": "4. 0 Not at all,\n3. 1,\n2. 2,\n1. 3,\n0. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_10R",
"description": "PSI - Whatever the non-player characters in the game said or did—I kept still.",
"value": "4. 0 Not at all,\n3. 1,\n2. 2,\n1. 3,\n0. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_11",
"description": "PSI - Occasionally, I said something to the non-player characters in the game on impulse.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "PSI_12",
"description": "PSI - Sometimes I felt like speaking out on the non-player characters in the game.",
"value": "0. 0 Not at all,\n1. 1,\n2. 2,\n3. 3,\n4. 4 Very much",
"maxValue": 4,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "Single_Immersion",
"description": "While playing the game, I felt completely immersed.",
"value": "-3. Strongly disagree -3,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. Strongly agree 3",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_1R",
"description": "NE - At points, I had a hard time making sense of what was going on in the game.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_2R",
"description": "NE - I had a hard time recognizing the thread of the story in the game.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_3R",
"description": "NE - I found my mind wandering while I played the game.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_4R",
"description": "NE - While I was playing the game, I found myself thinking about other things.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_5R",
"description": "NE - I had a hard time keeping my mind on the game while I played.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_6",
"description": "NE - While playing, my body was in the room, but my mind was inside the world created by the game.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_7",
"description": "NE - The game created a new world, and then that world suddenly disappeared when I stopped playing the game.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_8",
"description": "NE - At times during the gameplay, the world of the video game was closer to me than the real world.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement_9",
"description": "NE - The gameplay affected me emotionally.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_1",
"description": "OTF Social World - The video game presented stories that I immersed myself in",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_2",
"description": "OTF Social World - The video game presented another social world where I felt like I belonged",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_3",
"description": "OTF Social World - The video game had a social narrative that told an engaging story",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_4",
"description": "OTF Social World - I found myself getting “lost” in the game’s story",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Enjoyment_1",
"description": "Enjoyment - I think the game is fun.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Enjoyment_2",
"description": "Enjoyment - I enjoy playing the game.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Enjoyment_3R",
"description": "Enjoyment - I feel bored while playing the game.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Enjoyment_4",
"description": "Enjoyment - I am likely to recommend this game to others.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "Enjoyment_5",
"description": "Enjoyment - If given the chance, I want to play this game again.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "VG_When_Played",
"description": "When did you play the game?",
"@type": "propertyValue"
},
{
"name": "VG_Freqency",
"description": "How frequently and how long did you play the game?",
"@type": "propertyValue"
},
{
"name": "Attention_Rejection",
"description": "What did you write in the first essay?",
"value": "1. about a time I felt rejected,\n2. about a time I felt accepted,\n3. about my morning yesterday",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Attention_VG",
"description": "What did you write in the second essay?",
"value": "1. ${q://QID3/ChoiceTextEntryValue},\n2. ${q://QID4/ChoiceTextEntryValue},\n3. unsure",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Study_Purpose",
"description": "Did you wonder about the purposes?",
"@type": "propertyValue"
},
{
"name": "Share_Anything",
"description": "Is there anything you'd like to share?",
"@type": "propertyValue"
},
{
"name": "STUDY_ID",
"description": "STUDY_ID",
"@type": "propertyValue"
},
{
"name": "SESSION_ID",
"description": "SESSION_ID",
"@type": "propertyValue"
},
{
"name": "attention_rejection_correct",
"@type": "propertyValue"
},
{
"name": "attention_VGessay_correct",
"description": "attention_VGessay_correct",
"@type": "propertyValue"
},
{
"name": "attention_all_correct",
"@type": "propertyValue"
},
{
"name": "debug",
"description": "debug",
"@type": "propertyValue"
},
{
"name": "debug_condition",
"description": "debug_condition",
"@type": "propertyValue"
},
{
"name": "t_consent_submit",
"description": "t_consent_submit",
"@type": "propertyValue"
},
{
"name": "t_age_submit",
"description": "t_age_submit",
"@type": "propertyValue"
},
{
"name": "t_race_submit",
"description": "t_race_submit",
"@type": "propertyValue"
},
{
"name": "t_relationship_submit",
"description": "t_relationship_submit",
"@type": "propertyValue"
},
{
"name": "t_gender_submit",
"description": "t_gender_submit",
"@type": "propertyValue"
},
{
"name": "t_sexori_submit",
"description": "t_sexori_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Heart_submit",
"description": "t_T1Heart_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Valence_submit",
"description": "t_T1Valence_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Arousal_submit",
"description": "t_T1Arousal_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Dominance_submit",
"description": "t_T1Dominance_submit",
"@type": "propertyValue"
},
{
"name": "t_vgInst_submit",
"description": "t_vgInst_submit",
"@type": "propertyValue"
},
{
"name": "t_videoGameNomination_submit",
"description": "t_videoGameNomination_submit",
"@type": "propertyValue"
},
{
"name": "t_rejectionEssayIntro_submit",
"description": "t_rejectionEssayIntro_submit",
"@type": "propertyValue"
},
{
"name": "t_rejectionEssay_submit",
"description": "t_rejectionEssay_submit",
"@type": "propertyValue"
},
{
"name": "t_surrogacyEssayIntro_submit",
"description": "t_surrogacyEssayIntro_submit",
"@type": "propertyValue"
},
{
"name": "t_surrogacyEssay_submit",
"description": "t_surrogacyEssay_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Heart_submit",
"description": "t_T2Heart_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Valence_submit",
"description": "t_T2Valence_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Arousal_submit",
"description": "t_T2Arousal_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Dominance_submit",
"description": "t_T2Dominance_submit",
"@type": "propertyValue"
},
{
"name": "t_intractCharacters_submit",
"description": "t_intractCharacters_submit",
"@type": "propertyValue"
},
{
"name": "t_IOS_submit",
"description": "t_IOS_submit",
"@type": "propertyValue"
},
{
"name": "t_PSI_submit",
"description": "t_PSI_submit",
"@type": "propertyValue"
},
{
"name": "t_singleImmersion_submit",
"description": "t_singleImmersion_submit",
"@type": "propertyValue"
},
{
"name": "t_narrativeEngagement_submit",
"description": "t_narrativeEngagement_submit",
"@type": "propertyValue"
},
{
"name": "t_otfSocialWorld_submit",
"description": "t_otfSocialWorld_submit",
"@type": "propertyValue"
},
{
"name": "t_enjoyment_submit",
"description": "t_enjoyment_submit",
"@type": "propertyValue"
},
{
"name": "t_frequency_submit",
"description": "t_frequency_submit",
"@type": "propertyValue"
},
{
"name": "t_attentionRejection_submit",
"description": "t_attentionRejection_submit",
"@type": "propertyValue"
},
{
"name": "t_attentionVideoGame_submit",
"description": "t_attentionVideoGame_submit",
"@type": "propertyValue"
},
{
"name": "t_debriefingInfo_submit",
"description": "t_debriefingInfo_submit",
"@type": "propertyValue"
},
{
"name": "essay_condition",
"@type": "propertyValue"
},
{
"name": "target_game_name",
"description": "target_game_name",
"@type": "propertyValue"
},
{
"name": "Note",
"description": "Note",
"@type": "propertyValue"
},
{
"name": "PID",
"@type": "propertyValue"
},
{
"name": "PSI",
"description": "12 PSI items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "Narrative_Engagement",
"description": "9 Narrative_Engagement items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "OTF_Social_World",
"description": "4 OTF_Social_World items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "Enjoyment",
"description": "5 Enjoyment items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "essay_condition_title",
"@type": "propertyValue"
},
{
"name": "Gender_Identity_3GP",
"@type": "propertyValue"
},
{
"name": "Race_8GP",
"@type": "propertyValue"
},
{
"name": "parasocial_MC_group",
"value": "1. No Interaction with NPC,\n2. No Parasocial Relationship with NPC,\n3. Formed Parasocial Relationship with NPC",
"@type": "propertyValue"
},
{
"name": "attention_VG_correct",
"@type": "propertyValue"
},
{
"name": "A",
"@type": "propertyValue"
},
{
"name": "B",
"@type": "propertyValue"
},
{
"name": "C",
"@type": "propertyValue"
},
{
"name": "agreeAB",
"@type": "propertyValue"
},
{
"name": "agreeAC",
"@type": "propertyValue"
},
{
"name": "agreeBC",
"@type": "propertyValue"
},
{
"name": "agreeAB_percent",
"@type": "propertyValue"
},
{
"name": "agreeAC_percent",
"@type": "propertyValue"
},
{
"name": "agreeBC_percent",
"@type": "propertyValue"
},
{
"name": "agree_overall_percent",
"@type": "propertyValue"
},
{
"name": "initial_codes",
"@type": "propertyValue"
},
{
"name": "highest_pair",
"@type": "propertyValue"
},
{
"name": "third_rater",
"@type": "propertyValue"
},
{
"name": "followed_VGinstructions",
"@type": "propertyValue"
}
]
}`
# Save the codebook summary information as csv
s2_codebook_tibble <- codebook_table(s2_df)
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
write_csv(s2_codebook_tibble,
here("codebooks", "Study 2 - Codebook Table.csv"))